datasets>=2.19.0
numpy<3.0.0,>=1.0.0
requests>=2.26.0
scikit-learn>=1.4.0
scipy>=0.0.0
sentence_transformers>=3.0.0
typing-extensions>=4.5.0
torch>1.0.0
tqdm>1.0.0
rich>=0.0.0
pytrec-eval-terrier>=0.5.6
pydantic>=2.0.0
polars>=0.20.22

[ark]
volcengine-python-sdk[ark]==3.0.2
tiktoken>=0.8.0

[audio]
torchaudio
datasets[audio]

[blip2]
salesforce-lavis>=1.0.2

[bm25s]
bm25s>=0.2.6
PyStemmer>=2.2.0.3

[codecarbon]
codecarbon<3.0.0,>=2.0.0

[cohere]
cohere==5.14.0

[colpali_engine]

[colpali_engine:python_full_version < "3.14"]
colpali_engine>=0.3.12

[colqwen3]
transformers>=4.57.0
torchvision>=0.22.1

[eager_embed]
qwen_vl_utils>=0.0.14

[faiss-cpu]
faiss-cpu>=1.12.0

[flagembedding]
FlagEmbedding==1.3.4

[flash_attention]
flash-attn>=2.6.3

[gritlm]
gritlm>=1.0.2

[image]
torchvision>0.2.1
transformers[torch-vision,vision]

[jina]
einops>=0.8.0

[jina-clip]
peft>=0.15.2
einops>=0.8.0
transformers<5.0.0,>=4.52.0
torchvision>=0.22.1
timm<1.1.0,>=1.0.15

[jina-v4]
peft>=0.15.2
transformers<5.0.0,>=4.52.0
torchvision>=0.22.1

[leaderboard]
gradio==6.0.1
plotly<6.0.0,>=5.24.0
cachetools>=5.2.0
matplotlib>=3.9.4
pymongo>=4.15.5

[llama-embed-nemotron]
transformers==4.51.0

[llama-nemotron-colembed-vl]
transformers[torch]==4.49.0
torchvision>=0.22.0
flash-attn>=2.6.3
accelerate

[llama-nemotron-embed-vl-1b-v2]
transformers[torch]>=4.56.0
torchvision>=0.22.0
flash-attn>=2.6.3
accelerate

[llm2vec]
llm2vec<0.3.0,>=0.2.3

[mctct]
transformers<5

[model2vec]
model2vec>=0.3.0

[msclap]
msclap>=1.3.4
soundfile>=0.13.1

[muq]
muq==0.1.0

[nemotron-colembed-vl-v2]
transformers[torch]==5.0.0
torchvision>=0.22.0
flash-attn>=2.6.3
accelerate

[nomic]
einops>=0.8.1

[open_clip_torch]
open_clip_torch==2.31.0

[openai]
openai>=1.41.0
tiktoken>=0.8.0

[peft]
peft>=0.11.0

[pylate]

[pylate:python_full_version < "3.13"]
pylate>=1.3.1
transformers>=4.52.0

[qwen-vl]
transformers>=4.57.0
qwen-vl-utils>=0.0.14

[sauerkrautlm-colpali]

[sauerkrautlm-colpali:python_full_version < "3.14"]
sauerkrautlm-colpali>=0.1.0

[siglip]
sentencepiece>=0.2.0
protobuf>=3.0.0

[speechbrain]
speechbrain>=0.5.12

[timm]
timm<1.1.0,>=1.0.15

[torch-vggish-yamnet]
torch-vggish-yamnet==0.2.1

[vertexai]
vertexai==1.71.1

[video]
torchcodec

[vllm]
vllm>=0.11.1

[voyage_v]
voyageai<2.0.0,>0.3.0
tenacity>9.0.0

[voyageai]
voyageai<2.0.0,>0.3.0

[wav2clip]
wav2clip==0.1.0

[xet]
huggingface_hub>=0.32.0

[xformers]
xformers>=0.0.29

[youtu]
tencentcloud-sdk-python-common>=3.0.1454
tencentcloud-sdk-python-lkeap>=3.0.1451
