Hugging Face/Text Generation Inference

Text Generation Inference

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Releases2Avg0/wkVersionsv3.3.6 → v3.3.7

Dec 19, 2025

What's Changed

misc(gha): expose action cache url and runtime as secrets by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2964
feat: support max_image_fetch_size to limit by @drbh in https://github.com/huggingface/text-generation-inference/pull/3339
Maintenance mode by @LysandreJik in https://github.com/huggingface/text-generation-inference/pull/3344
Maintenance mode by @LysandreJik in https://github.com/huggingface/text-generation-inference/pull/3345
fix(num_devices): fix num_shard/num device auto compute when NVIDIA_VISIBLE_DEVICES == "all" or "void" by @oOraph in https://github.com/huggingface/text-generation-inference/pull/3346

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.3.6...v3.3.7

Sep 17, 2025

What's Changed

Add missing backslash by @philsupertramp in https://github.com/huggingface/text-generation-inference/pull/3311
Revert "feat: bump flake including transformers and huggingface_hub versions" by @drbh in https://github.com/huggingface/text-generation-inference/pull/3323
fix: remove azure by @drbh in https://github.com/huggingface/text-generation-inference/pull/3325
Fix mask passed to flashinfer by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3324
Update iframe sources for streaming demo by @coyotte508 in https://github.com/huggingface/text-generation-inference/pull/3327
Revert "Revert "feat: bump flake including transformers and huggingfa… by @drbh in https://github.com/huggingface/text-generation-inference/pull/3326
Revert "feat: bump flake including transformers and huggingface_hub versions" by @drbh in https://github.com/huggingface/text-generation-inference/pull/3330
Patch version 3.3.6 by @tengomucho in https://github.com/huggingface/text-generation-inference/pull/3329

New Contributors

@philsupertramp made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3311
@coyotte508 made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3327

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.3.5...v3.3.6

Sep 2, 2025

What's Changed

[gaudi] Refine rope memory, do not need to keep sin/cos cache per layer by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3274
Gaudi: add CI by @baptistecolle in https://github.com/huggingface/text-generation-inference/pull/3160
[gaudi] Gemma3 sliding window support by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3280
xpu lora support by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3232
Optimum neuron 0.2.2 by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3281
[gaudi] Remove unnecessary reinitialize to HeterogeneousNextTokenChooser to m… by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3284
[gaudi] Deepseek v2 mla and add ep to unquantized moe by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3287
[gaudi] Fix the CI test errors by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3286
Hpu gptq gidx support by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3297
Migrate to V2 Pydantic interface by @emmanuel-ferdman in https://github.com/huggingface/text-generation-inference/pull/3262
Xccl by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3252
Multi modality fix by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3283
some gptq case could not be handled by ipex. but could be handle by t… by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3298
fix outline import issue by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3282
HuggingFaceM4/Idefics3-8B-Llama3 crash fix by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3267
Optimum neuron 0.3.0 by @tengomucho in https://github.com/huggingface/text-generation-inference/pull/3308
Disable Cachix pushes by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3312
chore: prepare version 3.3.5 by @tengomucho in https://github.com/huggingface/text-generation-inference/pull/3314
feat: bump flake including transformers and huggingface_hub versions by @drbh in https://github.com/huggingface/text-generation-inference/pull/3313

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.3.4...git

Jun 19, 2025

Fix for Neuron models exported with batch_size 1.

What's Changed

[gaudi] gemma3 text and vlm model intial support. need to add sliding window … by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3270
Neuron backend fix by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3273

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.3.3...v3.3.4

Jun 18, 2025

Neuron backend update.

What's Changed

Remove useless packages by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3253
Bump neuron SDK version by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3260
Perf opt by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3256
[gaudi] Vlm rebase and issue fix in benchmark test by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3263
Move the _update_cos_sin_cache into get_cos_sin by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3254
[Gaudi] Remove optimum-habana by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3261
[gaudi] HuggingFaceM4/idefics2-8b issue fix by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3264
[Gaudi] Enable Qwen3_moe model by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3244
[Gaudi]Fix the integration-test issues by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3265
[Gaudi] use pad_token_id to pad input id by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3268
chore: prepare release 3.3.3 by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3269
[gaudi] Refine logging for Gaudi warmup by @regisss in https://github.com/huggingface/text-generation-inference/pull/3222
doc: fix README by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3271

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.3.2...v3.3.3

May 30, 2025

Gaudi improvements.

What's Changed

upgrade to new vllm extension ops(fix issue in exponential bucketing) by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3239
Nix: switch to hf-nix by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3240
Add Qwen3 by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3229
fp8 compressed_tensors w8a8 support by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3242
[Gaudi] Fix the OOM issue of Llama-4-Scout-17B-16E-Instruct by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3245
Fix the Llama-4-Maverick-17B-128E crash issue by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3246
Prepare for 3.3.2 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3249

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.3.1...v3.3.2

May 22, 2025

This release updates TGI to Torch 2.7 and CUDA 12.8.

What's Changed

change HPU warmup logic: seq length should be with exponential growth by @kaixuanliu in https://github.com/huggingface/text-generation-inference/pull/3217
adjust the round_up_seq logic to align with prefill warmup phase on… by @kaixuanliu in https://github.com/huggingface/text-generation-inference/pull/3224
Update to Torch 2.7.0 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3221
Enable Llama4 for gaudi backend by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3223
fix: count gpu uuids if NVIDIA_VISIBLE_DEVICES env set to all by @drbh in https://github.com/huggingface/text-generation-inference/pull/3230
Deepseek r1 by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3211
Refine warmup and upgrade to synapse AI 1.21.0 by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3234
fix the crash in default ATTENTION path by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3235
Switch to punica-sgmv kernel from the Hub by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3236
move input_ids to hpu and remove disposal of adapter_meta by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3237
Prepare for 3.3.1 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3238

New Contributors

@kaixuanliu made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3217

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.3.0...v3.3.1

May 9, 2025

Notable changes

Prefill chunking for VLMs.

What's Changed

Fixing Qwen 2.5 VL (32B). by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3157
Fixing tokenization like https://github.com/huggingface/text-embeddin… by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3156
Gaudi: clean cuda/rocm code in hpu backend, enable flat_hpu by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3113
L4 fixes by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/3161
setuptools <= 70.0 is vulnerable: CVE-2024-6345 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3171
transformers flash llm/vlm enabling in ipex by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3152
Upgrading the dependencies in Gaudi backend. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3170
Hotfixing gaudi deps. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3174
Hotfix gaudi2 with newer transformers. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3176
Support flashinfer for Gemma3 prefill by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3167
Get opentelemetry trace id from request headers instead of creating a new trace by @kozistr in https://github.com/huggingface/text-generation-inference/pull/2648
Bump sccache to 0.10.0 by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/3179
Fixing CI by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3184
Add option to configure prometheus port by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/3187
Warmup gaudi backend by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3172
Put more wiggle room. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3189
Fixing the router + template for Qwen3. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3200
Skip {% generation %} and {% endgeneration %} template handling by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/3204
doc typo by @julien-c in https://github.com/huggingface/text-generation-inference/pull/3206
Pr 2982 ci branch by @drbh in https://github.com/huggingface/text-generation-inference/pull/3046
fix: bump snaps for mllama by @drbh in https://github.com/huggingface/text-generation-inference/pull/3202
Update client SDK snippets by @julien-c in https://github.com/huggingface/text-generation-inference/pull/3207
Fix HF_HUB_OFFLINE=1 for Gaudi backend by @regisss in https://github.com/huggingface/text-generation-inference/pull/3193
IPEX support FP8 kvcache/softcap/slidingwindow by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3144
forward and tokenize chooser use the same shape by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3196
Chunked Prefill VLM by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/3188
Prepare for 3.3.0 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3220

New Contributors

@kozistr made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2648
@julien-c made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3206

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.2.3...v3.3.0

Apr 8, 2025

Main changes

Patching Llama 4

What's Changed

Use ROCM 6.3.1 by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/3141
Update transformers to 4.51 by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/3148
Gaudi: Add Integration Test for Gaudi Backend by @baptistecolle in https://github.com/huggingface/text-generation-inference/pull/3142
fix: compute type typo by @oOraph in https://github.com/huggingface/text-generation-inference/pull/3150
3.2.3 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3151

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.2.2...v3.2.3

Apr 6, 2025

What's Changed

Minor fixes. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3125
configurable termination timeout by @ErikKaum in https://github.com/huggingface/text-generation-inference/pull/3126
CI: enable server tests for backends by @baptistecolle in https://github.com/huggingface/text-generation-inference/pull/3128
Torch 2.6 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3134
Gaudi: Fix llava-next and mllama crash issue by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3127
nix-v3.2.1 -> v3.2.1-nix by @co42 in https://github.com/huggingface/text-generation-inference/pull/3129
Gaudi: Use exponential growth to replace BATCH_BUCKET_SIZE by @yuanwu2017 in https://github.com/huggingface/text-generation-inference/pull/3131
Add llama4 by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/3145
Preparing for release. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3147

New Contributors

@co42 made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3129

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.2.1...v3.2.2

Mar 18, 2025

What's Changed

Update to kernels 0.2.1 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3084
Router: add gemma3-text model type by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3107
We need gcc during runtime to enable triton to compile kernels. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3103
Release of Gaudi Backend for TGI by @baptistecolle in https://github.com/huggingface/text-generation-inference/pull/3091
Fixing the docker build. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3108
Make the Nix-based Docker container work on non-NixOS by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3109
xpu 2.6 update by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3051
launcher: correctly get the head dimension for VLMs by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3116
Gaudi: Sync TGI with the latest changes from the TGI-Gaudi fork by @baptistecolle in https://github.com/huggingface/text-generation-inference/pull/3117
Bug Fix: Sliding Window Attention by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/3112
Publish nix docker image. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3122
Prepare for patch release. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3124
Intel docker. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3121

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.2.0...v3.2.1

Mar 12, 2025

Important changes

BREAKING CHANGE: Lots of modifications around tool calling. Tool calling now respects fully OpenAI return results (arguments return type is a string instead of a real JSON object). Lots of improvements around the tool calling and side effects fixed.
Added Gemma 3 support.

What's Changed

fix(neuron): explicitly install toolchain by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3072
Only add token when it is defined. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3073
Making sure Olmo (transformers backend) works. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3074
Making tool_calls a vector. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3075
Nix: add openai to impure shell for integration tests by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3081
Update --max-batch-total-tokens description by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/3083
Fix tool call2 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3076
Nix: the launcher needs a Python env with Torch for GPU detection by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3085
Add request parameters to OTel span for /v1/chat/completions endpoint by @aW3st in https://github.com/huggingface/text-generation-inference/pull/3000
Add qwen2 multi lora layers support by @EachSheep in https://github.com/huggingface/text-generation-inference/pull/3089
Add modules_to_not_convert in quantized model by @jiqing-feng in https://github.com/huggingface/text-generation-inference/pull/3053
Small test and typing fixes by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3078
hotfix: qwen2 formatting by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3093
Pr 3003 ci branch by @drbh in https://github.com/huggingface/text-generation-inference/pull/3007
Update the llamacpp backend by @angt in https://github.com/huggingface/text-generation-inference/pull/3022
Fix qwen vl by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3096
Update README.md by @celsowm in https://github.com/huggingface/text-generation-inference/pull/3095
Fix tool call3 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3086
Add gemma3 model by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/3099
Fix tool call4 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3094
Update neuron backend by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3098
Preparing relase 3.2.0 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3100
Try to fix on main CI color. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3101

New Contributors

@EachSheep made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3089
@jiqing-feng made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3053

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.1.1...v3.2.0

Mar 4, 2025

What's Changed

Back on nix main. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2979
hotfix: fix trtllm CI build on release by @Hugoch in https://github.com/huggingface/text-generation-inference/pull/2981
Add strftime_now callable function for minijinja chat templates by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2983
impureWithCuda: fix gcc version by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2990
Improve qwen vl impl by @drbh in https://github.com/huggingface/text-generation-inference/pull/2943
Using the "lockfile". by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2992
Triton fix by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2995
[Backend] Bump TRTLLM to v.0.17.0 by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2991
Updating mllama after strftime. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2993
Use kernels from the kernel hub by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2988
fix Qwen VL break in intel platform by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3002
Update the flaky mllama test. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3015
Preventing single user hugging the server to death by asking by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3016
Putting back the NCCL forced upgrade. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2999
Support sigmoid scoring function in GPTQ-MoE by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3017
[Backend] Add Llamacpp backend by @angt in https://github.com/huggingface/text-generation-inference/pull/2975
Use eetq kernel from the hub by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3029
Update README.md by @celsowm in https://github.com/huggingface/text-generation-inference/pull/3024
Add loop_controls feature to minijinja to handle {% break %} by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2998
Pinning trufflehog. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3032
It's find in some machine. using hf_hub::api::sync::Api to download c… by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3030
Improve Transformers support by @Cyrilvallez in https://github.com/huggingface/text-generation-inference/pull/2970
feat: add initial qwen2.5-vl model and test by @drbh in https://github.com/huggingface/text-generation-inference/pull/2971
Using public external registry (to use external runners for CI). by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3031
Having less logs in case of failure for checking CI more easily. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3037
feat: Add the parsing of HF_HUB_USER_AGENT_ORIGIN environment variable for telemetry by @Hugoch in https://github.com/huggingface/text-generation-inference/pull/3027
update ipex and torch to 2.6 for cpu by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3039
flashinfer 0.2.0.post1 -> post2 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3040
fix qwen2 vl crash in continous batching by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3004
Simplify logs2. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3045
Update Gradio ChatInterface configuration in consuming_tgi.md by @angt in https://github.com/huggingface/text-generation-inference/pull/3042
Improve tool call message processing by @drbh in https://github.com/huggingface/text-generation-inference/pull/3036
Use rotary kernel from the Hub by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3041
Add Neuron backend by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3033
You need to seek apparently. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3049
some minor fix by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/3048
fix: run linters and fix formatting by @drbh in https://github.com/huggingface/text-generation-inference/pull/3057
Avoid running neuron integration tests twice by @dacorvo in https://github.com/huggingface/text-generation-inference/pull/3054
Add Gaudi Backend by @baptistecolle in https://github.com/huggingface/text-generation-inference/pull/3055
Fix two edge cases in RadixTrie::find by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3067
Add property-based testing for RadixAllocator by @danieldk in https://github.com/huggingface/text-generation-inference/pull/3068
feat: add support for HF_HUB_USER_AGENT_ORIGIN to add user-agent Origin field in Hub requests. by @Hugoch in https://github.com/huggingface/text-generation-inference/pull/3061
Preparing for release. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3060
Fix a tiny typo in monitoring.md tutorial by @sadra-barikbin in https://github.com/huggingface/text-generation-inference/pull/3056
Patch rust release. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/3069

New Contributors

@angt made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2975
@celsowm made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3024
@dacorvo made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3033
@sadra-barikbin made their first contribution in https://github.com/huggingface/text-generation-inference/pull/3056

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.1.0...v3.1.1

Jan 31, 2025

Important changes

Deepseek R1 is fully supported on both AMD and Nvidia !

docker run --gpus all --shm-size 1g -p 8080:80 -v $volume:/data \
    ghcr.io/huggingface/text-generation-inference:3.1.0 --model-id deepseek-ai/DeepSeek-R1

What's Changed

Attempt to remove AWS S3 flaky cache for sccache by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2953
Update to attention-kernels 0.2.0 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2950
fix: Telemetry by @Hugoch in https://github.com/huggingface/text-generation-inference/pull/2957
Fixing the oom maybe with 2.5.1 change. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2958
Add backend name to telemetry by @Hugoch in https://github.com/huggingface/text-generation-inference/pull/2962
Add fp8 support moe models by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2928
Update to moe-kernels 0.8.0 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2966
Hotfixing intel-cpu (not sure how it was working before). by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2967
Add deepseekv3 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2968
doc: Update TRTLLM deployment doc. by @Hugoch in https://github.com/huggingface/text-generation-inference/pull/2960
Update moe-kernel to 0.8.2 for rocm by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2977
Prepare for release 3.1.0 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2972

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.0.2...v3.1.0

Jan 24, 2025

Tl;dr

New transformers backend supporting flashattention at roughly same performance as pure TGI for all non officially supported models directly in TGI. Congrats @Cyrilvallez

New models unlocked: Cohere2, olmo, olmo2, helium.

What's Changed

docs(README): supported hardware links TGI AMD GPUs by @guspan-tanadi in https://github.com/huggingface/text-generation-inference/pull/2814
Fixing latest flavor by disabling it. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2831
fix facebook/opt-125m not working issue by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2824
Fixup opt to reduce the amount of odd if statements. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2833
TensorRT-LLM backend bump to latest version + misc fixes by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2791
Feat/trtllm cancellation dev container by @Hugoch in https://github.com/huggingface/text-generation-inference/pull/2795
New arg. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2845
Fixing CI. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2846
fix: lint backend and doc files by @drbh in https://github.com/huggingface/text-generation-inference/pull/2850
Qwen2-VL runtime error fix when prompted with multiple images by @janne-alatalo in https://github.com/huggingface/text-generation-inference/pull/2840
Update vllm kernels for ROCM by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2826
change xpu lib download link by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2852
fix: include add_special_tokens in kserve request by @drbh in https://github.com/huggingface/text-generation-inference/pull/2859
chore: fixed some typos and attribute issues in README by @ruidazeng in https://github.com/huggingface/text-generation-inference/pull/2891
update ipex xpu to fix issue in ARC770 by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2884
Basic flashinfer 0.2 support by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2862
Improve vlm support (add idefics3 support) by @drbh in https://github.com/huggingface/text-generation-inference/pull/2437
Update to marlin-kernels 0.3.7 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2882
chore: Update jsonschema to 0.28.0 by @Stranger6667 in https://github.com/huggingface/text-generation-inference/pull/2870
Add possible variants for A100 and H100 GPUs for auto-detecting flops by @lazariv in https://github.com/huggingface/text-generation-inference/pull/2837
Update using_guidance.md by @nbroad1881 in https://github.com/huggingface/text-generation-inference/pull/2901
fix crash in torch2.6 if TP=1 by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2885
Add Flash decoding kernel ROCm by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2855
Enable FP8 Per-Tensor Scales and Integrate Marlin/MoE Kernels Repo for ROCm by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2825
Baichuan2-13B does not have max_position_embeddings in config by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2903
docs(conceptual/speculation): available links Train Medusa by @guspan-tanadi in https://github.com/huggingface/text-generation-inference/pull/2863
Fix docker run in README.md by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2861
:memo: add guide on using TPU with TGI in the docs by @baptistecolle in https://github.com/huggingface/text-generation-inference/pull/2907
Upgrading our rustc version. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2908
Fix typo in TPU docs by @baptistecolle in https://github.com/huggingface/text-generation-inference/pull/2911
Removing the github runner. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2912
Upgrading bitsandbytes. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2910
Do not convert weight scale to e4m3fnuz on CUDA by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2917
feat: improve star coder to support multi lora layers by @drbh in https://github.com/huggingface/text-generation-inference/pull/2883
Flash decoding kernel adding and prefill-chunking and prefix caching enabling in intel cpu/xpu by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2815
nix: update to PyTorch 2.5.1 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2921
Moving to uv instead of poetry. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2919
Add fp8 kv cache for ROCm by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2856
fix the crash of meta-llama/Llama-3.2-1B by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2918
feat: improve qwen2-vl startup by @drbh in https://github.com/huggingface/text-generation-inference/pull/2802
Revert "feat: improve qwen2-vl startup " by @drbh in https://github.com/huggingface/text-generation-inference/pull/2924
flashinfer: switch to plan API by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2904
Fixing TRTLLM dockerfile. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2922
Flash Transformers modeling backend support by @Cyrilvallez in https://github.com/huggingface/text-generation-inference/pull/2913
Give TensorRT-LLMa proper CI/CD 😍 by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2886
Trying to avoid the random timeout. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2929
Run pre-commit run --all-files to fix CI by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2933
Upgrading the deps to have transformers==4.48.0 necessary by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2937
fix moe in quantization path by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2935
Clarify FP8-Marlin use on capability 8.9 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2940
Bump TensorRT-LLM backend dependency to v0.16.0 by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2931
Set alias for max_completion_tokens in ChatRequest by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2932
Add NVIDIA A40 to known cards by @kldzj in https://github.com/huggingface/text-generation-inference/pull/2941
[TRTLLM] Expose finish reason by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2841
Tmp tp transformers by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2942
Transformers backend TP fix by @Cyrilvallez in https://github.com/huggingface/text-generation-inference/pull/2945
Trying to put back the archlist (to fix the oom). by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2947

New Contributors

@janne-alatalo made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2840
@ruidazeng made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2891
@Stranger6667 made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2870
@lazariv made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2837
@baptistecolle made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2907
@Cyrilvallez made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2913
@kldzj made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2941

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.0.1...v3.0.2

Dec 11, 2024

Summary

Patch release to handle a few older models and corner cases.

What's Changed

Hotfix link2 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2812
Small update to docs by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2816
Using both value from config as they might not be correct. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2817
Update README.md by @RodriMora in https://github.com/huggingface/text-generation-inference/pull/2827
Prepare patch release. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2829

New Contributors

@RodriMora made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2827

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v3.0.0...v3.0.1

Dec 9, 2024

TL;DR

Big new release

Details: https://huggingface.co/docs/text-generation-inference/conceptual/chunking

What's Changed

feat: concat the adapter id to the model id in chat response by @drbh in https://github.com/huggingface/text-generation-inference/pull/2779
Move JSON grammar -> regex grammar conversion to the router by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2772
Use FP8 KV cache when specified by compressed-tensors by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2761
upgrade ipex cpu to fix coredump in tiiuae/falcon-7b-instruct (pageat… by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2778
Fix: docs typo by @jp1924 in https://github.com/huggingface/text-generation-inference/pull/2777
Support continue final message by @drbh in https://github.com/huggingface/text-generation-inference/pull/2733
Fix doc. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2792
Removing ../ that broke the link by @Getty in https://github.com/huggingface/text-generation-inference/pull/2789
fix: add merge-lora arg for model id by @drbh in https://github.com/huggingface/text-generation-inference/pull/2788
fix: only use eos_token_id as pad_token_id if int by @dvrogozh in https://github.com/huggingface/text-generation-inference/pull/2774
Sync (most) server dependencies with Nix by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2782
Saving some VRAM. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2790
fix: avoid setting use_sgmv if no kernels present by @drbh in https://github.com/huggingface/text-generation-inference/pull/2796
use oneapi 2024 docker image directly for xpu by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2793
feat: auto max_new_tokens by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2803
Auto max prefill by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2797
Adding A100 compute. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2806
Enable paligemma2 by @drbh in https://github.com/huggingface/text-generation-inference/pull/2807
Attempt for cleverer auto batch_prefill values (some simplifications). by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2808
V3 doc by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2809
Prep new version by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2810
Hotfixing the link. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2811

New Contributors

@jp1924 made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2777
@Getty made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2789

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v2.4.1...v3.0.0

Nov 22, 2024

Notable changes

Choose input/total tokens automatically based on available VRAM
Support Qwen2 VL
Decrease latency of very large batches (> 128)

What's Changed

feat: add triton kernels to decrease latency of large batches by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2687
Avoiding timeout for bloom tests. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2693
Green main by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2697
Choosing input/total tokens automatically based on available VRAM? by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2673
We can have a tokenizer anywhere. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2527
Update poetry lock. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2698
Fixing auto bloom test. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2699
More timeout on docker start ? by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2701
Monkey patching as a desperate measure. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2704
add xpu triton in dockerfile, or will show "Could not import Flash At… by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2702
Support qwen2 vl by @drbh in https://github.com/huggingface/text-generation-inference/pull/2689
fix cuda graphs for qwen2-vl by @drbh in https://github.com/huggingface/text-generation-inference/pull/2708
fix: create position ids for text only input by @drbh in https://github.com/huggingface/text-generation-inference/pull/2714
fix: add chat_tokenize endpoint to api docs by @drbh in https://github.com/huggingface/text-generation-inference/pull/2710
Hotfixing auto length (warmup max_s was wrong). by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2716
Fix prefix caching + speculative decoding by @tgaddair in https://github.com/huggingface/text-generation-inference/pull/2711
Fixing linting on main. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2719
nix: move to tgi-nix main by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2718
fix incorrect output of Qwen2-7B-Instruct-GPTQ-Int4 and Qwen2-7B-Inst… by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2717
add trust_remote_code in tokenizer to fix baichuan issue by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2725
Add initial support for compressed-tensors checkpoints by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2732
nix: update nixpkgs by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2746
benchmark: fix prefill throughput by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2741
Fix: Change model_type from ssm to mamba by @mokeddembillel in https://github.com/huggingface/text-generation-inference/pull/2740
Fix: Change embeddings to embedding by @mokeddembillel in https://github.com/huggingface/text-generation-inference/pull/2738
fix response type of document for Text Generation Inference by @jitokim in https://github.com/huggingface/text-generation-inference/pull/2743
Upgrade outlines to 0.1.1 by @aW3st in https://github.com/huggingface/text-generation-inference/pull/2742
Upgrading our deps. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2750
feat: return streaming errors as an event formatted for openai's client by @drbh in https://github.com/huggingface/text-generation-inference/pull/2668
Remove vLLM dependency for CUDA by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2751
fix: improve find_segments via numpy diff by @drbh in https://github.com/huggingface/text-generation-inference/pull/2686
add ipex moe implementation to support Mixtral and PhiMoe by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2707
Add support for compressed-tensors w8a8 int checkpoints by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2745
feat: support flash attention 2 in qwen2 vl vision blocks by @drbh in https://github.com/huggingface/text-generation-inference/pull/2721
Simplify two ipex conditions by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2755
Update to moe-kernels 0.7.0 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2720
PR 2634 CI - Fix the tool_choice format for named choice by adapting OpenAIs scheme by @drbh in https://github.com/huggingface/text-generation-inference/pull/2645
fix: adjust llama MLP name from dense to mlp to correctly apply lora by @drbh in https://github.com/huggingface/text-generation-inference/pull/2760
nix: update for outlines 0.1.4 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2764
Add support for wNa16 int 2:4 compressed-tensors checkpoints by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2758
nix: build and cache impure devshells by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2765
fix: set outlines version to 0.1.3 to avoid caching serialization issue by @drbh in https://github.com/huggingface/text-generation-inference/pull/2766
nix: downgrade to outlines 0.1.3 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2768
fix: incomplete generations w/ single tokens generations and models that did not support chunking by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2770
fix: tweak grammar test response by @drbh in https://github.com/huggingface/text-generation-inference/pull/2769
Add a README section about using Nix by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2767
Remove guideline from API by @Wauplin in https://github.com/huggingface/text-generation-inference/pull/2762
feat: Add automatic nightly benchmarks by @Hugoch in https://github.com/huggingface/text-generation-inference/pull/2591
feat: add payload limit by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2726
Update to marlin-kernels 0.3.6 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2771
chore: prepare 2.4.1 release by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2773

New Contributors

@tgaddair made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2711
@mokeddembillel made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2740
@jitokim made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2743

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v2.3.0...v2.4.1

Oct 25, 2024

Notable changes

Experimental prefill chunking (PREFILL_CHUNKING=1)
Experimental FP8 KV cache support
Greatly decrease latency for large batches (> 128 requests)
Faster MoE kernels and support for GPTQ-quantized MoE
Faster implementation of MLLama

What's Changed

nix: remove unused _server.nix file by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2538
chore: Add old V2 backend by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2551
Remove duplicated RUN in Dockerfile by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2547
Micro cleanup. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2555
Hotfixing main by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2556
Add support for scalar FP8 weight scales by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2550
Add DenseMoELayer and wire it up in Mixtral/Deepseek V2 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2537
Update the link to the Ratatui organization by @orhun in https://github.com/huggingface/text-generation-inference/pull/2546
Simplify crossterm imports by @orhun in https://github.com/huggingface/text-generation-inference/pull/2545
Adding note for private models in quick-tour document by @ariG23498 in https://github.com/huggingface/text-generation-inference/pull/2548
Hotfixing main. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2562
Cleanup Vertex + Chat by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2553
More tensor cores. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2558
remove LORA_ADAPTERS_PATH by @nbroad1881 in https://github.com/huggingface/text-generation-inference/pull/2563
Add LoRA adapters support for Gemma2 by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2567
Fix build with --features google by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2566
Improve support for GPUs with capability < 8 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2575
flashinfer: pass window size and dtype by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2574
Remove compute capability lazy cell by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2580
Update architecture.md by @ulhaqi12 in https://github.com/huggingface/text-generation-inference/pull/2577
Update ROCM libs and improvements by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2579
Add support for GPTQ-quantized MoE models using MoE Marlin by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2557
feat: support phi3.5 moe by @drbh in https://github.com/huggingface/text-generation-inference/pull/2479
Move flake back to tgi-nix main by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2586
MoE Marlin: support desc_act for groupsize != -1 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2590
nix: experimental support for building a Docker container by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2470
Mllama flash version by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2585
Max token capacity metric by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2595
CI (2592): Allow LoRA adapter revision in server launcher by @drbh in https://github.com/huggingface/text-generation-inference/pull/2602
Unroll notify error into generate response by @drbh in https://github.com/huggingface/text-generation-inference/pull/2597
New release 2.3.1 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2604
Revert "Unroll notify error into generate response" by @drbh in https://github.com/huggingface/text-generation-inference/pull/2605
nix: example of local package overrides during development by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2607
Add basic FP8 KV cache support by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2603
Fp8 Cache condition by @flozi00 in https://github.com/huggingface/text-generation-inference/pull/2611
enable mllama in intel platform by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2610
Upgrade minor rust version (Fixes rust build compilation cache) by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2617
Add support for fused MoE Marlin for AWQ by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2616
nix: move back to the tgi-nix main branch by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2620
CI (2599): Update ToolType input schema by @drbh in https://github.com/huggingface/text-generation-inference/pull/2601
nix: add black and isort to the closure by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2619
AMD CI by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2589
feat: allow tool calling to respond without a tool by @drbh in https://github.com/huggingface/text-generation-inference/pull/2614
Update documentation to most recent stable version of TGI. by @Vaibhavs10 in https://github.com/huggingface/text-generation-inference/pull/2625
Intel ci by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2630
Fixing intel Supports windowing. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2637
Small fixes for supported models by @osanseviero in https://github.com/huggingface/text-generation-inference/pull/2471
Cpu perf by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2596
Clarify gated description and quicktour by @osanseviero in https://github.com/huggingface/text-generation-inference/pull/2631
update ipex to fix incorrect output of mllama in cpu by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2640
feat: enable pytorch xpu support for non-attention models by @dvrogozh in https://github.com/huggingface/text-generation-inference/pull/2561
Fixing linters. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2650
Rollback to ChatRequest for Vertex AI Chat instead of VertexChat by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2651
Fp8 e4m3_fnuz support for rocm by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2588
feat: prefill chunking by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2600
Support e4m3fn KV cache by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2655
Simplify the attention function by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2609
fix tgi-entrypoint wrapper in docker file: exec instead of spawning a child process by @oOraph in https://github.com/huggingface/text-generation-inference/pull/2663
fix: prefer inplace softmax to avoid copy by @drbh in https://github.com/huggingface/text-generation-inference/pull/2661
Break cycle between the attention implementations and KV cache by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2627
CI job. Gpt awq 4 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2665
Make handling of FP8 scales more consisent by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2666
Test Marlin MoE with desc_act=true by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2622
break when there's nothing to read by @sywangyi in https://github.com/huggingface/text-generation-inference/pull/2582
Add impureWithCuda dev shell by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2677
Make moe-kernels and marlin-kernels mandatory in CUDA installs by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2632
feat: natively support Granite models by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2682
feat: allow any supported payload on /invocations by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2683
flashinfer: reminder to remove contiguous call in the future by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2685
Fix Phi 3.5 MoE tests by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2684
Add support for FP8 KV cache scales by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2628
Fixing "deadlock" when python prompts for trust_remote_code by always by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2664
[TENSORRT-LLM] - Implement new looper thread based backend by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2357
Fixing rocm gptq by using triton code too (renamed cuda into triton). by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2691
Fixing mt0 test. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2692
Add support for stop words in TRTLLM by @mfuntowicz in https://github.com/huggingface/text-generation-inference/pull/2678
Switch from fbgemm-gpu w8a8 scaled matmul to vLLM/marlin-kernels by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2688

New Contributors

@alvarobartt made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2547
@orhun made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2546
@ariG23498 made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2548
@ulhaqi12 made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2577
@mht-sharma made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2579
@dvrogozh made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2561

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v2.3.0...v2.4

Oct 3, 2024

Important changes

Added support for Mllama (3.2, vision models). Flashed, unpadded.
FP8 performance improvements
Moe performance improvements
BREAKING CHANGE - When using tools, models could answer with a tool call notify_error with the content error, it will instead output regular generation.

What's Changed

nix: remove unused _server.nix file by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2538
chore: Add old V2 backend by @OlivierDehaene in https://github.com/huggingface/text-generation-inference/pull/2551
Remove duplicated RUN in Dockerfile by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2547
Micro cleanup. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2555
Hotfixing main by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2556
Add support for scalar FP8 weight scales by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2550
Add DenseMoELayer and wire it up in Mixtral/Deepseek V2 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2537
Update the link to the Ratatui organization by @orhun in https://github.com/huggingface/text-generation-inference/pull/2546
Simplify crossterm imports by @orhun in https://github.com/huggingface/text-generation-inference/pull/2545
Adding note for private models in quick-tour document by @ariG23498 in https://github.com/huggingface/text-generation-inference/pull/2548
Hotfixing main. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2562
Cleanup Vertex + Chat by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2553
More tensor cores. by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2558
remove LORA_ADAPTERS_PATH by @nbroad1881 in https://github.com/huggingface/text-generation-inference/pull/2563
Add LoRA adapters support for Gemma2 by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2567
Fix build with --features google by @alvarobartt in https://github.com/huggingface/text-generation-inference/pull/2566
Improve support for GPUs with capability < 8 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2575
flashinfer: pass window size and dtype by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2574
Remove compute capability lazy cell by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2580
Update architecture.md by @ulhaqi12 in https://github.com/huggingface/text-generation-inference/pull/2577
Update ROCM libs and improvements by @mht-sharma in https://github.com/huggingface/text-generation-inference/pull/2579
Add support for GPTQ-quantized MoE models using MoE Marlin by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2557
feat: support phi3.5 moe by @drbh in https://github.com/huggingface/text-generation-inference/pull/2479
Move flake back to tgi-nix main by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2586
MoE Marlin: support desc_act for groupsize != -1 by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2590
nix: experimental support for building a Docker container by @danieldk in https://github.com/huggingface/text-generation-inference/pull/2470
Mllama flash version by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2585
Max token capacity metric by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2595
CI (2592): Allow LoRA adapter revision in server launcher by @drbh in https://github.com/huggingface/text-generation-inference/pull/2602
Unroll notify error into generate response by @drbh in https://github.com/huggingface/text-generation-inference/pull/2597
New release 2.3.1 by @Narsil in https://github.com/huggingface/text-generation-inference/pull/2604

New Contributors

@alvarobartt made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2547
@orhun made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2546
@ariG23498 made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2548
@ulhaqi12 made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2577
@mht-sharma made their first contribution in https://github.com/huggingface/text-generation-inference/pull/2579

Full Changelog: https://github.com/huggingface/text-generation-inference/compare/v2.3.0...v2.3.1

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