This page is sunsetting soon [SEE WHAT'S NEW](/content/challenges/index.html) ## Programs CategoriesList Languages NEW ### Model File Formats(56) VIEW ALL \\ \\ TensorRT\\ \\ $4000](/content/bounties/disclose/models?target=tensorrt/index.html) \\ \\ GGUF\\ \\ $4000](/content/bounties/disclose/models?target=gguf/index.html) \\ \\ Joblib\\ \\ $4000](/content/bounties/disclose/models?target=joblib/index.html) \\ \\ Keras Native\\ \\ $4000](/content/bounties/disclose/models?target=keras%20native/index.html) \\ \\ ONNX\\ \\ $4000](/content/bounties/disclose/models?target=onnx/index.html) \\ \\ SafeTensors\\ \\ $4000](/content/bounties/disclose/models?target=safetensors/index.html) \\ \\ TensorFlow Saved Model\\ \\ $4000](/content/bounties/disclose/models?target=tensorflow%20saved%20model/index.html) \\ \\ OpenVINO\\ \\ $1500](/content/bounties/disclose/models?target=openvino/index.html) \\ \\ MessagePack\\ \\ $1500](/content/bounties/disclose/models?target=messagepack/index.html) \\ \\ Flax\\ \\ $1500](/content/bounties/disclose/models?target=flax/index.html) \\ \\ JAX\\ \\ $1500](/content/bounties/disclose/models?target=jax/index.html) \\ \\ Arm NN Flatbuffers\\ \\ $1500](/content/bounties/disclose/models?target=arm%20nn%20flatbuffers/index.html) \\ \\ Avro\\ \\ $1500](/content/bounties/disclose/models?target=avro/index.html) \\ \\ Caffe\\ \\ $1500](/content/bounties/disclose/models?target=caffe/index.html) \\ \\ Cambricon\\ \\ $1500](/content/bounties/disclose/models?target=cambricon/index.html) \\ \\ Circle\\ \\ $1500](/content/bounties/disclose/models?target=circle/index.html) \\ \\ CNTK v2\\ \\ $1500](/content/bounties/disclose/models?target=cntk%20v2/index.html) \\ \\ Core ML\\ \\ $1500](/content/bounties/disclose/models?target=core%20ml/index.html) \\ \\ Darknet\\ \\ $1500](/content/bounties/disclose/models?target=darknet/index.html) \\ \\ Deep Learning Container\\ \\ $1500](/content/bounties/disclose/models?target=deep%20learning%20container/index.html) \\ \\ DL4J\\ \\ $1500](/content/bounties/disclose/models?target=dl4j/index.html) \\ \\ ExecuTorch\\ \\ $1500](/content/bounties/disclose/models?target=executorch/index.html) \\ \\ GGML\\ \\ $1500](/content/bounties/disclose/models?target=ggml/index.html) \\ \\ HDF5\\ \\ $1500](/content/bounties/disclose/models?target=hdf5/index.html) \\ \\ Llamafile\\ \\ $1500](/content/bounties/disclose/models?target=llamafile/index.html) \\ \\ MLeap\\ \\ $1500](/content/bounties/disclose/models?target=mleap/index.html) \\ \\ MLFlow\\ \\ $1500](/content/bounties/disclose/models?target=mlflow/index.html) \\ \\ MLFlow TensorSpec\\ \\ $1500](/content/bounties/disclose/models?target=mlflow%20tensorspec/index.html) \\ \\ Nemo\\ \\ $1500](/content/bounties/disclose/models?target=nemo/index.html) \\ \\ NetCDF\\ \\ $1500](/content/bounties/disclose/models?target=netcdf/index.html) \\ \\ NPY\\ \\ $1500](/content/bounties/disclose/models?target=npy/index.html) \\ \\ NPZ\\ \\ $1500](/content/bounties/disclose/models?target=npz/index.html) \\ \\ ORC\\ \\ $1500](/content/bounties/disclose/models?target=orc/index.html) \\ \\ Parquet\\ \\ $1500](/content/bounties/disclose/models?target=parquet/index.html) \\ \\ Pickle\\ \\ $1500](/content/bounties/disclose/models?target=pickle/index.html) \\ \\ PMML\\ \\ $1500](/content/bounties/disclose/models?target=pmml/index.html) \\ \\ Protocol Buffers\\ \\ $1500](/content/bounties/disclose/models?target=protocol%20buffers/index.html) \\ \\ PyTorch Archive (TAR)\\ \\ $1500](/content/bounties/disclose/models?target=pytorch%20archive%20(tar/index.html)) \\ \\ PyTorch Archive (ZIP)\\ \\ $1500](/content/bounties/disclose/models?target=pytorch%20archive%20(zip/index.html)) \\ \\ PyTorch Mobile\\ \\ $1500](/content/bounties/disclose/models?target=pytorch%20mobile/index.html) \\ \\ PyTorch Package\\ \\ $1500](/content/bounties/disclose/models?target=pytorch%20package/index.html) \\ \\ PyTorch v0.1.1\\ \\ $1500](/content/bounties/disclose/models?target=pytorch%20v0.1.1) \\ \\ PyTorch v0.1.10\\ \\ $1500](/content/bounties/disclose/models?target=pytorch%20v0.1.10) \\ \\ PyTorch v1.3\\ \\ $1500](/content/bounties/disclose/models?target=pytorch%20v1.3) \\ \\ Riva\\ \\ $1500](/content/bounties/disclose/models?target=riva/index.html) \\ \\ SurrealML\\ \\ $1500](/content/bounties/disclose/models?target=surrealml/index.html) \\ \\ TensorFlow Checkpoint\\ \\ $1500](/content/bounties/disclose/models?target=tensorflow%20checkpoint/index.html) \\ \\ Tensorizer\\ \\ $1500](/content/bounties/disclose/models?target=tensorizer/index.html) \\ \\ TensorFlow.js\\ \\ $1500](/content/bounties/disclose/models?target=tensorflow.js) \\ \\ TFLite\\ \\ $1500](/content/bounties/disclose/models?target=tflite/index.html) \\ \\ TFRecords\\ \\ $1500](/content/bounties/disclose/models?target=tfrecords/index.html) \\ \\ Torch Export\\ \\ $1500](/content/bounties/disclose/models?target=torch%20export/index.html) \\ \\ TorchScript v1.4\\ \\ $1500](/content/bounties/disclose/models?target=torchscript%20v1.4) \\ \\ CSV\\ \\ $1500](/content/bounties/disclose/models?target=csv/index.html) \\ \\ JSON\\ \\ $1500](/content/bounties/disclose/models?target=json/index.html) \\ \\ ZIP\\ \\ $1500](/content/bounties/disclose/models?target=zip/index.html) ### ML Frameworks(34) VIEW ALL \\ \\ transformers\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/huggingface/transformers/index.html) \\ \\ pytorch\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/pytorch/pytorch/index.html) \\ \\ keras\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/keras-team/keras/index.html) \\ \\ sonnet\\ \\ $900](/content/bounties/disclose/opensource?target=https://github.com/deepmind/sonnet/index.html) \\ \\ ragflow](/content/bounties/disclose/opensource?target=https://github.com/infiniflow/ragflow/index.html) \\ \\ LibreChat](/content/bounties/disclose/opensource?target=https://github.com/danny-avila/LibreChat/index.html) \\ \\ dify](/content/bounties/disclose/opensource?target=https://github.com/langgenius/dify/index.html) \\ \\ FastChat](/content/bounties/disclose/opensource?target=https://github.com/lm-sys/FastChat/index.html) \\ \\ stable-diffusion-webui](/content/bounties/disclose/opensource?target=https://github.com/AUTOMATIC1111/stable-diffusion-webui/index.html) \\ \\ gpt\_academic](/content/bounties/disclose/opensource?target=https://github.com/binary-husky/gpt_academic/index.html) \\ \\ InvokeAI](/content/bounties/disclose/opensource?target=https://github.com/invoke-ai/InvokeAI/index.html) \\ \\ DB-GPT](/content/bounties/disclose/opensource?target=https://github.com/eosphoros-ai/DB-GPT/index.html) \\ \\ AgentGPT](/content/bounties/disclose/opensource?target=https://github.com/reworkd/AgentGPT/index.html) \\ \\ pyro](/content/bounties/disclose/opensource?target=https://github.com/pyro-ppl/pyro/index.html) \\ \\ mlpack](/content/bounties/disclose/opensource?target=https://github.com/mlpack/mlpack/index.html) \\ \\ mmdetection](/content/bounties/disclose/opensource?target=https://github.com/open-mmlab/mmdetection/index.html) \\ \\ LLaVA](/content/bounties/disclose/opensource?target=https://github.com/haotian-liu/LLaVA/index.html) \\ \\ polyaxon](/content/bounties/disclose/opensource?target=https://github.com/polyaxon/polyaxon/index.html) \\ \\ ComfyUI](/content/bounties/disclose/opensource?target=https://github.com/comfyanonymous/ComfyUI/index.html) \\ \\ SuperAGI](/content/bounties/disclose/opensource?target=https://github.com/TransformerOptimus/SuperAGI/index.html) \\ \\ RealChar](/content/bounties/disclose/opensource?target=https://github.com/Shaunwei/RealChar/index.html) \\ \\ gradio](/content/bounties/disclose/opensource?target=https://github.com/gradio-app/gradio/index.html) \\ \\ xgboost](/content/bounties/disclose/opensource?target=https://github.com/dmlc/xgboost/index.html) \\ \\ fastai](/content/bounties/disclose/opensource?target=https://github.com/fastai/fastai/index.html) \\ \\ spaCy](/content/bounties/disclose/opensource?target=https://github.com/explosion/spaCy/index.html) \\ \\ Paddle](/content/bounties/disclose/opensource?target=https://github.com/PaddlePaddle/Paddle/index.html) \\ \\ horovod](/content/bounties/disclose/opensource?target=https://github.com/horovod/horovod/index.html) \\ \\ h2o-3](/content/bounties/disclose/opensource?target=https://github.com/h2oai/h2o-3/index.html) \\ \\ gluon-cv](/content/bounties/disclose/opensource?target=https://github.com/dmlc/gluon-cv/index.html) \\ \\ cuml](/content/bounties/disclose/opensource?target=https://github.com/rapidsai/cuml/index.html) \\ \\ gluon-nlp](/content/bounties/disclose/opensource?target=https://github.com/dmlc/gluon-nlp/index.html) \\ \\ spacy-transformers](/content/bounties/disclose/opensource?target=https://github.com/explosion/spacy-transformers/index.html) \\ \\ pytensor](/content/bounties/disclose/opensource?target=https://github.com/pymc-devs/pytensor/index.html) \\ \\ catboost](/content/bounties/disclose/opensource?target=https://github.com/catboost/catboost/index.html) ### Inference(33) VIEW ALL \\ \\ onnx\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/onnx/onnx/index.html) \\ \\ TensorRT\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/NVIDIA/TensorRT/index.html) \\ \\ server\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/triton-inference-server/server/index.html) \\ \\ serve\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/pytorch/serve/index.html) \\ \\ ragflow](/content/bounties/disclose/opensource?target=https://github.com/infiniflow/ragflow/index.html) \\ \\ LibreChat](/content/bounties/disclose/opensource?target=https://github.com/danny-avila/LibreChat/index.html) \\ \\ dify](/content/bounties/disclose/opensource?target=https://github.com/langgenius/dify/index.html) \\ \\ FastChat](/content/bounties/disclose/opensource?target=https://github.com/lm-sys/FastChat/index.html) \\ \\ GPTCache](/content/bounties/disclose/opensource?target=https://github.com/zilliztech/GPTCache/index.html) \\ \\ stable-diffusion-webui](/content/bounties/disclose/opensource?target=https://github.com/AUTOMATIC1111/stable-diffusion-webui/index.html) \\ \\ gpt\_academic](/content/bounties/disclose/opensource?target=https://github.com/binary-husky/gpt_academic/index.html) \\ \\ InvokeAI](/content/bounties/disclose/opensource?target=https://github.com/invoke-ai/InvokeAI/index.html) \\ \\ SWE-agent](/content/bounties/disclose/opensource?target=https://github.com/princeton-nlp/SWE-agent/index.html) \\ \\ imaginAIry](/content/bounties/disclose/opensource?target=https://github.com/brycedrennan/imaginAIry/index.html) \\ \\ serge](/content/bounties/disclose/opensource?target=https://github.com/serge-chat/serge/index.html) \\ \\ AgentGPT](/content/bounties/disclose/opensource?target=https://github.com/reworkd/AgentGPT/index.html) \\ \\ HyperLPR](/content/bounties/disclose/opensource?target=https://github.com/szad670401/HyperLPR/index.html) \\ \\ pyro](/content/bounties/disclose/opensource?target=https://github.com/pyro-ppl/pyro/index.html) \\ \\ mmdetection](/content/bounties/disclose/opensource?target=https://github.com/open-mmlab/mmdetection/index.html) \\ \\ LLaVA](/content/bounties/disclose/opensource?target=https://github.com/haotian-liu/LLaVA/index.html) \\ \\ ComfyUI](/content/bounties/disclose/opensource?target=https://github.com/comfyanonymous/ComfyUI/index.html) \\ \\ SuperAGI](/content/bounties/disclose/opensource?target=https://github.com/TransformerOptimus/SuperAGI/index.html) \\ \\ RealChar](/content/bounties/disclose/opensource?target=https://github.com/Shaunwei/RealChar/index.html) \\ \\ composio](/content/bounties/disclose/opensource?target=https://github.com/ComposioHQ/composio/index.html) \\ \\ agentscope](/content/bounties/disclose/opensource?target=https://github.com/modelscope/agentscope/index.html) \\ \\ pytorch-lightning](/content/bounties/disclose/opensource?target=https://github.com/lightning-ai/pytorch-lightning/index.html) \\ \\ gptq](/content/bounties/disclose/opensource?target=https://github.com/IST-DASLab/gptq/index.html) \\ \\ flask](/content/bounties/disclose/opensource?target=https://github.com/pallets/flask/index.html) \\ \\ fastapi](/content/bounties/disclose/opensource?target=https://github.com/tiangolo/fastapi/index.html) \\ \\ seldon-core](/content/bounties/disclose/opensource?target=https://github.com/SeldonIO/seldon-core/index.html) \\ \\ kserve](/content/bounties/disclose/opensource?target=https://github.com/kserve/kserve/index.html) \\ \\ banana-python-sdk](/content/bounties/disclose/opensource?target=https://github.com/bananaml/banana-python-sdk/index.html) \\ \\ BentoML](/content/bounties/disclose/opensource?target=https://github.com/bentoml/BentoML/index.html) ### Data Science(57) VIEW ALL \\ \\ nltk\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/nltk/nltk/index.html) \\ \\ tokenizers\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/huggingface/tokenizers/index.html) \\ \\ jupyter\\ \\ $1200](/content/bounties/disclose/opensource?target=https://github.com/jupyter/jupyter/index.html) \\ \\ aws-cli\\ \\ $1200](/content/bounties/disclose/opensource?target=https://github.com/aws/aws-cli/index.html) \\ \\ elasticsearch-py\\ \\ $1200](/content/bounties/disclose/opensource?target=https://github.com/elastic/elasticsearch-py/index.html) \\ \\ h5py\\ \\ $1200](/content/bounties/disclose/opensource?target=https://github.com/h5py/h5py/index.html) \\ \\ scikit-optimize\\ \\ $900](/content/bounties/disclose/opensource?target=https://github.com/scikit-optimize/scikit-optimize/index.html) \\ \\ keras-tuner\\ \\ $900](/content/bounties/disclose/opensource?target=https://github.com/keras-team/keras-tuner/index.html) \\ \\ ragflow](/content/bounties/disclose/opensource?target=https://github.com/infiniflow/ragflow/index.html) \\ \\ feast](/content/bounties/disclose/opensource?target=https://github.com/feast-dev/feast/index.html) \\ \\ ragas](/content/bounties/disclose/opensource?target=https://github.com/explodinggradients/ragas/index.html) \\ \\ dify](/content/bounties/disclose/opensource?target=https://github.com/langgenius/dify/index.html) \\ \\ FastChat](/content/bounties/disclose/opensource?target=https://github.com/lm-sys/FastChat/index.html) \\ \\ pyro](/content/bounties/disclose/opensource?target=https://github.com/pyro-ppl/pyro/index.html) \\ \\ mlpack](/content/bounties/disclose/opensource?target=https://github.com/mlpack/mlpack/index.html) \\ \\ mmdetection](/content/bounties/disclose/opensource?target=https://github.com/open-mmlab/mmdetection/index.html) \\ \\ polyaxon](/content/bounties/disclose/opensource?target=https://github.com/polyaxon/polyaxon/index.html) \\ \\ agentscope](/content/bounties/disclose/opensource?target=https://github.com/modelscope/agentscope/index.html) \\ \\ pytorch-lightning](/content/bounties/disclose/opensource?target=https://github.com/lightning-ai/pytorch-lightning/index.html) \\ \\ s3transfer](/content/bounties/disclose/opensource?target=https://github.com/boto/s3transfer/index.html) \\ \\ botocore](/content/bounties/disclose/opensource?target=https://github.com/boto/botocore/index.html) \\ \\ urllib3](/content/bounties/disclose/opensource?target=https://github.com/urllib3/urllib3/index.html) \\ \\ sqlalchemy](/content/bounties/disclose/opensource?target=https://github.com/sqlalchemy/sqlalchemy/index.html) \\ \\ boto3](/content/bounties/disclose/opensource?target=https://github.com/boto/boto3/index.html) \\ \\ requests](/content/bounties/disclose/opensource?target=https://github.com/psf/requests/index.html) \\ \\ pandas](/content/bounties/disclose/opensource?target=https://github.com/pandas-dev/pandas/index.html) \\ \\ Selenium](/content/bounties/disclose/opensource?target=https://github.com/SeleniumHQ/Selenium/index.html) \\ \\ scrapy](/content/bounties/disclose/opensource?target=https://github.com/scrapy/scrapy/index.html) \\ \\ matplotlib](/content/bounties/disclose/opensource?target=https://github.com/matplotlib/matplotlib/index.html) \\ \\ bokeh](/content/bounties/disclose/opensource?target=https://github.com/bokeh/bokeh/index.html) \\ \\ psycopg2](/content/bounties/disclose/opensource?target=https://github.com/psycopg/psycopg2/index.html) \\ \\ gensim](/content/bounties/disclose/opensource?target=https://github.com/RaRe-Technologies/gensim/index.html) \\ \\ Pillow](/content/bounties/disclose/opensource?target=https://github.com/python-pillow/Pillow/index.html) \\ \\ redis-py](/content/bounties/disclose/opensource?target=https://github.com/redis/redis-py/index.html) \\ \\ dask](/content/bounties/disclose/opensource?target=https://github.com/dask/dask/index.html) \\ \\ seaborn](/content/bounties/disclose/opensource?target=https://github.com/mwaskom/seaborn/index.html) \\ \\ ydata-profiling](/content/bounties/disclose/opensource?target=https://github.com/ydataai/ydata-profiling/index.html) \\ \\ tpot](/content/bounties/disclose/opensource?target=https://github.com/EpistasisLab/tpot/index.html) \\ \\ numba](/content/bounties/disclose/opensource?target=https://github.com/numba/numba/index.html) \\ \\ modin](/content/bounties/disclose/opensource?target=https://github.com/modin-project/modin/index.html) \\ \\ pycaret](/content/bounties/disclose/opensource?target=https://github.com/pycaret/pycaret/index.html) \\ \\ PyMySQL](/content/bounties/disclose/opensource?target=https://github.com/PyMySQL/PyMySQL/index.html) \\ \\ tsfresh](/content/bounties/disclose/opensource?target=https://github.com/blue-yonder/tsfresh/index.html) \\ \\ folium](/content/bounties/disclose/opensource?target=https://github.com/python-visualization/folium/index.html) \\ \\ scikit-image](/content/bounties/disclose/opensource?target=https://github.com/scikit-image/scikit-image/index.html) \\ \\ featuretools](/content/bounties/disclose/opensource?target=https://github.com/alteryx/featuretools/index.html) \\ \\ cudf](/content/bounties/disclose/opensource?target=https://github.com/rapidsai/cudf/index.html) \\ \\ geopandas](/content/bounties/disclose/opensource?target=https://github.com/geopandas/geopandas/index.html) \\ \\ html5lib-python](/content/bounties/disclose/opensource?target=https://github.com/html5lib/html5lib-python/index.html) \\ \\ opencv-python](/content/bounties/disclose/opensource?target=https://github.com/opencv/opencv-python/index.html) \\ \\ ggpy](/content/bounties/disclose/opensource?target=https://github.com/yhat/ggpy/index.html) \\ \\ aws-sdk-pandas](/content/bounties/disclose/opensource?target=https://github.com/aws/aws-sdk-pandas/index.html) \\ \\ plotly](/content/bounties/disclose/opensource?target=https://github.com/plotly/plotly/index.html) \\ \\ dill](/content/bounties/disclose/opensource?target=https://github.com/uqfoundation/dill/index.html) \\ \\ feature\_engine](/content/bounties/disclose/opensource?target=https://github.com/feature-engine/feature_engine/index.html) \\ \\ PyTables](/content/bounties/disclose/opensource?target=https://github.com/PyTables/PyTables/index.html) \\ \\ BeautifulSoup4](/content/bounties/disclose/opensource?target=https://github.com/wention/BeautifulSoup4/index.html) ### ML Ops(49) VIEW ALL \\ \\ nvidia-container-toolkit\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/NVIDIA/nvidia-container-toolkit/index.html) \\ \\ kubeflow\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/kubeflow/kubeflow/index.html) \\ \\ sagemaker-python-sdk\\ \\ $1500](/content/bounties/disclose/opensource?target=https://github.com/aws/sagemaker-python-sdk/index.html) \\ \\ metaflow\\ \\ $1200](/content/bounties/disclose/opensource?target=https://github.com/Netflix/metaflow/index.html) \\ \\ feast](/content/bounties/disclose/opensource?target=https://github.com/feast-dev/feast/index.html) \\ \\ LibreChat](/content/bounties/disclose/opensource?target=https://github.com/danny-avila/LibreChat/index.html) \\ \\ ragas](/content/bounties/disclose/opensource?target=https://github.com/explodinggradients/ragas/index.html) \\ \\ dify](/content/bounties/disclose/opensource?target=https://github.com/langgenius/dify/index.html) \\ \\ FastChat](/content/bounties/disclose/opensource?target=https://github.com/lm-sys/FastChat/index.html) \\ \\ GPTCache](/content/bounties/disclose/opensource?target=https://github.com/zilliztech/GPTCache/index.html) \\ \\ stable-diffusion-webui](/content/bounties/disclose/opensource?target=https://github.com/AUTOMATIC1111/stable-diffusion-webui/index.html) \\ \\ gpt\_academic](/content/bounties/disclose/opensource?target=https://github.com/binary-husky/gpt_academic/index.html) \\ \\ SWE-agent](/content/bounties/disclose/opensource?target=https://github.com/princeton-nlp/SWE-agent/index.html) \\ \\ serge](/content/bounties/disclose/opensource?target=https://github.com/serge-chat/serge/index.html) \\ \\ 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