v1.3.3

⚙️ List Jobs Hardware

You can now list all available hardware options for Hugging Face Jobs, both from the CLI and programmatically.

From the CLI:

➜ hf jobs hardware                           
NAME            PRETTY NAME            CPU      RAM     ACCELERATOR      COST/MIN COST/HOUR 
--------------- ---------------------- -------- ------- ---------------- -------- --------- 
cpu-basic       CPU Basic              2 vCPU   16 GB   N/A              $0.0002  $0.01     
cpu-upgrade     CPU Upgrade            8 vCPU   32 GB   N/A              $0.0005  $0.03     
cpu-performance CPU Performance        8 vCPU   32 GB   N/A              $0.0000  $0.00     
cpu-xl          CPU XL                 16 vCPU  124 GB  N/A              $0.0000  $0.00     
t4-small        Nvidia T4 - small      4 vCPU   15 GB   1x T4 (16 GB)    $0.0067  $0.40     
t4-medium       Nvidia T4 - medium     8 vCPU   30 GB   1x T4 (16 GB)    $0.0100  $0.60     
a10g-small      Nvidia A10G - small    4 vCPU   15 GB   1x A10G (24 GB)  $0.0167  $1.00     
a10g-large      Nvidia A10G - large    12 vCPU  46 GB   1x A10G (24 GB)  $0.0250  $1.50     
a10g-largex2    2x Nvidia A10G - large 24 vCPU  92 GB   2x A10G (48 GB)  $0.0500  $3.00     
a10g-largex4    4x Nvidia A10G - large 48 vCPU  184 GB  4x A10G (96 GB)  $0.0833  $5.00     
a100-large      Nvidia A100 - large    12 vCPU  142 GB  1x A100 (80 GB)  $0.0417  $2.50     
a100x4          4x Nvidia A100         48 vCPU  568 GB  4x A100 (320 GB) $0.1667  $10.00    
a100x8          8x Nvidia A100         96 vCPU  1136 GB 8x A100 (640 GB) $0.3333  $20.00    
l4x1            1x Nvidia L4           8 vCPU   30 GB   1x L4 (24 GB)    $0.0133  $0.80     
l4x4            4x Nvidia L4           48 vCPU  186 GB  4x L4 (96 GB)    $0.0633  $3.80     
l40sx1          1x Nvidia L40S         8 vCPU   62 GB   1x L40S (48 GB)  $0.0300  $1.80     
l40sx4          4x Nvidia L40S         48 vCPU  382 GB  4x L40S (192 GB) $0.1383  $8.30     
l40sx8          8x Nvidia L40S         192 vCPU 1534 GB 8x L40S (384 GB) $0.3917  $23.50 

Programmatically:

>>> from huggingface_hub import HfApi
>>> api = HfApi()
>>> hardware_list = api.list_jobs_hardware()
>>> hardware_list[0]
JobHardware(name='cpu-basic', pretty_name='CPU Basic', cpu='2 vCPU', ram='16 GB', accelerator=None, unit_cost_micro_usd=167, unit_cost_usd=0.000167, unit_label='minute')
>>> hardware_list[0].name
'cpu-basic'

• [Jobs] List available hardware in #3693 by @Wauplin

🐛 Bug Fixes

• Fix severe performance regression in streaming by keeping a byte iterator in HfFileSystemStreamFile in #3685 by @leq6c
• Fix verify incorrectly reporting folders as missing files in #3707 by @Mitix-EPI
• Fix resolve_path() with special char @ in #3704 by @lhoestq
• Fix curlify with streaming request in #3692 by @hanouticelina

✨ Various Improvements

• Add num_papers field to Organization class in #3695 by @cfahlgren1
• Add limit param to list_papers API method in #3697 by @Wauplin
• Add repo commit count warning when exceeding recommended limits in #3698 by @Wauplin
• Update MAX_FILE_SIZE_GB from 50 to 200 GB in #3696 by @davanstrien

📚 Documentation

• Wildcard pattern documentation in #3710 by @hanouticelina