Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
GitHub Stars
Downloads by OS
Python Versions
Top Countries
Dependencies
235 optional dependencies
- accelerate[huggingfacenotorch]
- accelerate[colab-no-deps]
- bitsandbytes[colab-torch211]
- bitsandbytes[colab-torch220]
- bitsandbytes[cu118]
- bitsandbytes[cu118-ampere]
- bitsandbytes[cu118-ampere-torch211]
- bitsandbytes[cu118-ampere-torch220]
- bitsandbytes[cu118-ampere-torch230]
- bitsandbytes[cu118-ampere-torch240]
- bitsandbytes[cu118-ampere-torch250]
- bitsandbytes[cu118-ampere-torch251]
- bitsandbytes[cu118-ampere-torch260]
- bitsandbytes[cu118-ampere-torch270]
- bitsandbytes[cu118-ampere-torch271]
- bitsandbytes[cu118-ampere-torch280]
- bitsandbytes[cu118-torch211]
- bitsandbytes[cu118-torch212]
- bitsandbytes[cu118-torch220]
- bitsandbytes[cu118-torch230]
- bitsandbytes[cu118-torch240]
- bitsandbytes[cu118-torch250]
- bitsandbytes[cu118-torch251]
- bitsandbytes[cu118-torch260]
- bitsandbytes[cu118-torch270]
- bitsandbytes[cu118-torch271]
- bitsandbytes[cu118-torch280]
- bitsandbytes[cu121]
- bitsandbytes[cu121-ampere]
- bitsandbytes[cu121-ampere-torch211]
- bitsandbytes[cu121-ampere-torch220]
- bitsandbytes[cu121-ampere-torch230]
- bitsandbytes[cu121-ampere-torch240]
- bitsandbytes[cu121-ampere-torch250]
- bitsandbytes[cu121-ampere-torch251]
- bitsandbytes[cu121-torch211]
- bitsandbytes[cu121-torch212]
- bitsandbytes[cu121-torch220]
- bitsandbytes[cu121-torch230]
- bitsandbytes[cu121-torch240]
- bitsandbytes[cu121-torch250]
- bitsandbytes[cu121-torch251]
- bitsandbytes[cu124-ampere-torch240]
- bitsandbytes[cu124-ampere-torch250]
- bitsandbytes[cu124-ampere-torch251]
- bitsandbytes[cu124-ampere-torch260]
- bitsandbytes[cu124-torch240]
- bitsandbytes[cu124-torch250]
- bitsandbytes[cu124-torch251]
- bitsandbytes[cu124-torch260]
- bitsandbytes[cu126-ampere-torch2100]
- bitsandbytes[cu126-ampere-torch260]
- bitsandbytes[cu126-ampere-torch270]
- bitsandbytes[cu126-ampere-torch280]
- bitsandbytes[cu126-ampere-torch290]
- bitsandbytes[cu126-ampere-torch291]
- bitsandbytes[cu126-torch2100]
- bitsandbytes[cu126-torch260]
- bitsandbytes[cu126-torch270]
- bitsandbytes[cu126-torch271]
- bitsandbytes[cu126-torch280]
- bitsandbytes[cu126-torch290]
- bitsandbytes[cu126-torch291]
- bitsandbytes[cu128-ampere-torch2100]
- bitsandbytes[cu128-ampere-torch270]
- bitsandbytes[cu128-ampere-torch271]
- bitsandbytes[cu128-ampere-torch280]
- bitsandbytes[cu128-ampere-torch290]
- bitsandbytes[cu128-ampere-torch291]
- bitsandbytes[cu128-torch2100]
- bitsandbytes[cu128-torch270]
- bitsandbytes[cu128-torch271]
- bitsandbytes[cu128-torch280]
- bitsandbytes[cu128-torch290]
- bitsandbytes[cu128-torch291]
- bitsandbytes[cu130-ampere-torch2100]
- bitsandbytes[cu130-ampere-torch280]
- bitsandbytes[cu130-ampere-torch290]
- bitsandbytes[cu130-ampere-torch291]
- bitsandbytes[cu130-torch2100]
- bitsandbytes[cu130-torch280]
- bitsandbytes[cu130-torch290]
- bitsandbytes[cu130-torch291]
- bitsandbytes[kaggle-new]
- bitsandbytes[windows]
- bitsandbytes[cu126-ampere-torch271]
- bitsandbytes[amd]
- bitsandbytes[colab-ampere-torch211]
- bitsandbytes[colab-ampere-torch220]
- bitsandbytes[colab-new]
- bitsandbytes[colab-no-deps]
- datasets[colab-new]
- datasets[huggingfacenotorch]
- diffusers[huggingfacenotorch]
- flash-attn[colab-ampere-torch211]
- flash-attn[flashattention]
- flash-attn[colab-ampere-torch220]
- hf-transfer[colab-new]
- hf-transfer[huggingfacenotorch]
- huggingface-hub[colab-new]
- huggingface-hub[huggingfacenotorch]
- ninja[colab-ampere-torch211]
- ninja[flashattention]
- ninja[colab-ampere-torch220]
- numpy[colab-new]
- numpy[huggingfacenotorch]
- packaging[colab-new]
- packaging[flashattention]
- packaging[huggingfacenotorch]
- packaging[colab-ampere-torch211]
- packaging[colab-ampere-torch220]
- peft[huggingfacenotorch]
- peft[colab-no-deps]
- protobuf[colab-new]
- protobuf[colab-no-deps]
- protobuf[huggingfacenotorch]
- psutil[colab-new]
- psutil[huggingfacenotorch]
- sentencepiece[colab-new]
- sentencepiece[huggingfacenotorch]
- sentence-transformers[huggingfacenotorch]
- sentence-transformers[colab-new]
- torchvision[huggingface]
- tqdm[huggingfacenotorch]
- tqdm[colab-new]
- transformers[colab-new]
- transformers[huggingfacenotorch]
- triton[triton]
- triton-windows[triton]
- trl[huggingfacenotorch]
- trl[colab-no-deps]
- tyro[huggingfacenotorch]
- tyro[colab-new]
- unsloth[cu121-torch211]
- unsloth[cu121-torch212]
- unsloth[cu121-torch220]
- unsloth[cu121-torch230]
- unsloth[cu121-torch240]
- unsloth[cu121-torch250]
- unsloth[cu121-torch251]
- unsloth[cu124-ampere-torch240]
- unsloth[cu124-ampere-torch250]
- unsloth[cu124-ampere-torch251]
- unsloth[cu124-ampere-torch260]
- unsloth[cu124-torch240]
- unsloth[cu124-torch250]
- unsloth[cu124-torch251]
- unsloth[cu124-torch260]
- unsloth[cu126-ampere-torch2100]
- unsloth[cu126-ampere-torch260]
- unsloth[cu126-ampere-torch270]
- unsloth[cu126-ampere-torch271]
- unsloth[cu126-ampere-torch280]
- unsloth[cu126-ampere-torch290]
- unsloth[cu126-ampere-torch291]
- unsloth[cu126-torch2100]
- unsloth[cu126-torch260]
- unsloth[cu126-torch271]
- unsloth[cu126-torch280]
- unsloth[cu126-torch290]
- unsloth[cu126-torch291]
- unsloth[cu128-ampere-torch2100]
- unsloth[cu128-ampere-torch270]
- unsloth[cu128-ampere-torch271]
- unsloth[cu128-ampere-torch280]
- unsloth[cu128-ampere-torch290]
- unsloth[cu128-ampere-torch291]
- unsloth[cu128-torch2100]
- unsloth[cu128-torch270]
- unsloth[cu128-torch271]
- unsloth[cu128-torch280]
- unsloth[cu128-torch290]
- unsloth[cu128-torch291]
- unsloth[cu130-ampere-torch2100]
- unsloth[cu130-ampere-torch280]
- unsloth[cu130-ampere-torch290]
- unsloth[cu130-ampere-torch291]
- unsloth[cu130-torch2100]
- unsloth[cu130-torch280]
- unsloth[cu130-torch290]
- unsloth[cu130-torch291]
- unsloth[huggingface]
- unsloth[intel]
- unsloth[intel-gpu-torch210]
- unsloth[kaggle]
- unsloth[kaggle-new]
- unsloth[windows]
- unsloth[cu126-torch270]
- unsloth[amd]
- unsloth[base]
- unsloth[colab]
- unsloth[colab-ampere]
- unsloth[colab-ampere-torch211]
- unsloth[colab-ampere-torch220]
- unsloth[colab-new]
- unsloth[colab-torch211]
- unsloth[colab-torch220]
- unsloth[conda]
- unsloth[cu118]
- unsloth[cu118-ampere]
- unsloth[cu118-ampere-torch211]
- unsloth[cu118-ampere-torch220]
- unsloth[cu118-ampere-torch230]
- unsloth[cu118-ampere-torch240]
- unsloth[cu118-ampere-torch250]
- unsloth[cu118-ampere-torch251]
- unsloth[cu118-ampere-torch260]
- unsloth[cu118-ampere-torch270]
- unsloth[cu118-ampere-torch271]
- unsloth[cu118-ampere-torch280]
- unsloth[cu118-torch211]
- unsloth[cu118-torch212]
- unsloth[cu118-torch220]
- unsloth[cu118-torch230]
- unsloth[cu118-torch240]
- unsloth[cu118-torch250]
- unsloth[cu118-torch251]
- unsloth[cu118-torch260]
- unsloth[cu118-torch270]
- unsloth[cu118-torch271]
- unsloth[cu118-torch280]
- unsloth[cu121]
- unsloth[cu121-ampere]
- unsloth[cu121-ampere-torch211]
- unsloth[cu121-ampere-torch220]
- unsloth[cu121-ampere-torch230]
- unsloth[cu121-ampere-torch240]
- unsloth[cu121-ampere-torch250]
- unsloth[cu121-ampere-torch251]
- unsloth-zoo[colab-new]
- unsloth-zoo[huggingface]
- wheel[colab-new]
- wheel[huggingfacenotorch]
- xformers[colab-no-deps]
- xformers[windows]