├── .gitignore ├── CITATION.cff ├── CODE_OF_CONDUCT.md ├── README.md ├── monitoring └── nebuly │ └── __init__.py └── optimization ├── .github └── workflows │ └── tests.yml ├── chatllama ├── LICENSE ├── README.md ├── artifacts │ ├── config │ │ ├── config.yaml │ │ ├── ds_config.json │ │ └── peft_config.yaml │ ├── datasets │ │ ├── actor_dataset.json │ │ ├── reward_dataset.json │ │ └── rlhf_dataset.json │ ├── download_dataset.py │ ├── extend_rlhf_dataset.py │ ├── generate_actor_dataset.py │ ├── generate_rewards.py │ ├── main.py │ └── templates.json ├── chatllama │ ├── __init__.py │ ├── langchain_modules │ │ ├── __init__.py │ │ └── prompt_templates.py │ ├── llama_model.py │ └── rlhf │ │ ├── __init__.py │ │ ├── actor.py │ │ ├── config.py │ │ ├── dataset.py │ │ ├── model_list.py │ │ ├── model_loader.py │ │ ├── reward.py │ │ ├── trainer.py │ │ └── utils.py └── setup.py ├── cloud_surfer └── README.md ├── forward_forward ├── README.md ├── forward_forward │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ └── functions.py │ ├── app.py │ ├── operations │ │ ├── __init__.py │ │ ├── build_models.py │ │ ├── data.py │ │ ├── fetch_operations.py │ │ └── trainers.py │ ├── root_op.py │ └── utils │ │ ├── __init__.py │ │ ├── labels.py │ │ ├── modules.py │ │ └── utils.py ├── requirements.txt └── setup.py ├── large_speedster └── README.md ├── nebullvm ├── .pre-commit-config.yaml ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── MANIFEST.in ├── README.md ├── azure-pipelines.yml ├── docker_build.sh ├── docs │ ├── Makefile │ ├── README.md │ ├── conf.py │ ├── index.rst │ ├── modules │ │ ├── api.rst │ │ ├── converters.rst │ │ ├── index.rst │ │ ├── inference_learners.rst │ │ ├── installers.rst │ │ └── optimizers.rst │ └── requirements-docs.txt ├── nebullvm.toml ├── nebullvm │ ├── __init__.py │ ├── api │ │ └── __init__.py │ ├── apps │ │ ├── __init__.py │ │ └── base.py │ ├── config.py │ ├── core │ │ ├── __init__.py │ │ ├── models.py │ │ ├── tests │ │ │ ├── __init__.py │ │ │ └── test_models.py │ │ └── types.py │ ├── installers │ │ ├── __init__.py │ │ ├── auto_installer.py │ │ ├── install_bladedisc.sh │ │ ├── install_fastertransformer.sh │ │ ├── install_tensor_rt.sh │ │ ├── install_tvm.sh │ │ ├── install_tvm_prerequisites.sh │ │ ├── installers.py │ │ ├── tests │ │ │ ├── __init__.py │ │ │ └── test_install_frameworks.py │ │ └── tvm_installers │ │ │ ├── arm │ │ │ └── config.cmake │ │ │ ├── arm_cuda │ │ │ └── config.cmake │ │ │ ├── x86 │ │ │ └── config.cmake │ │ │ └── x86_cuda │ │ │ └── config.cmake │ ├── operations │ │ ├── __init__.py │ │ ├── base.py │ │ ├── conversions │ │ │ ├── __init__.py │ │ │ ├── converters.py │ │ │ ├── huggingface.py │ │ │ ├── pytorch.py │ │ │ ├── tensorflow.py │ │ │ └── utils.py │ │ ├── fetch_operations │ │ │ ├── __init__.py │ │ │ └── local.py │ │ ├── inference_learners │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── blade_disc.py │ │ │ ├── builders.py │ │ │ ├── deepsparse.py │ │ │ ├── faster_transformer.py │ │ │ ├── huggingface.py │ │ │ ├── neural_compressor.py │ │ │ ├── onnx.py │ │ │ ├── openvino.py │ │ │ ├── tensor_rt.py │ │ │ ├── tensorflow.py │ │ │ ├── torch_dynamo.py │ │ │ ├── torch_neuron.py │ │ │ ├── torch_xla.py │ │ │ ├── torchscript.py │ │ │ ├── tvm.py │ │ │ └── utils.py │ │ ├── measures │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── measures.py │ │ │ └── utils.py │ │ └── optimizations │ │ │ ├── __init__.py │ │ │ ├── compilers │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── deepsparse.py │ │ │ ├── faster_transformer │ │ │ │ ├── __init__.py │ │ │ │ ├── bert │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── checkpoint_quantization.py │ │ │ │ │ └── modeling_bert.py │ │ │ │ └── gpt │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── utils │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── gpt_decoder.py │ │ │ │ │ └── huggingface_gpt_convert.py │ │ │ ├── intel_neural_compressor.py │ │ │ ├── onnxruntime.py │ │ │ ├── openvino.py │ │ │ ├── quantizations │ │ │ │ ├── __init__.py │ │ │ │ ├── intel_neural_compressor.py │ │ │ │ ├── onnx.py │ │ │ │ ├── openvino.py │ │ │ │ ├── pytorch.py │ │ │ │ ├── tensor_rt.py │ │ │ │ ├── tensorflow.py │ │ │ │ ├── tvm.py │ │ │ │ └── utils.py │ │ │ ├── tensor_rt.py │ │ │ ├── tensorflow.py │ │ │ ├── torch_dynamo.py │ │ │ ├── torch_neuron.py │ │ │ ├── torch_xla.py │ │ │ ├── torchscript.py │ │ │ ├── tvm.py │ │ │ └── utils.py │ │ │ ├── compressors │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── intel.py │ │ │ ├── scripts │ │ │ │ ├── __init__.py │ │ │ │ └── neural_magic_training.py │ │ │ └── sparseml.py │ │ │ ├── optimize_inference.py │ │ │ ├── optimizers │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── optimizers.py │ │ │ ├── tests │ │ │ ├── __init__.py │ │ │ ├── test_deepsparse.py │ │ │ ├── test_intel_neural_compressor.py │ │ │ ├── test_onnxruntime.py │ │ │ ├── test_openvino.py │ │ │ ├── test_tensor_rt.py │ │ │ ├── test_tensorflow.py │ │ │ ├── test_torch_dynamo.py │ │ │ ├── test_torchscript.py │ │ │ ├── test_tvm.py │ │ │ └── utils.py │ │ │ └── utils.py │ ├── optional_modules │ │ ├── __init__.py │ │ ├── blade_disc.py │ │ ├── deepsparse.py │ │ ├── diffusers.py │ │ ├── dummy.py │ │ ├── huggingface.py │ │ ├── neural_compressor.py │ │ ├── onnx.py │ │ ├── onnxruntime.py │ │ ├── onnxsim.py │ │ ├── openvino.py │ │ ├── tensor_rt.py │ │ ├── tensorflow.py │ │ ├── torch.py │ │ ├── torch_neuron.py │ │ ├── torch_tensorrt.py │ │ ├── torch_xla.py │ │ ├── tvm.py │ │ └── utils.py │ └── tools │ │ ├── __init__.py │ │ ├── adapters.py │ │ ├── benchmark.py │ │ ├── data.py │ │ ├── diffusers.py │ │ ├── feedback_collector.py │ │ ├── hardware_utils.py │ │ ├── huggingface.py │ │ ├── logger.py │ │ ├── onnx.py │ │ ├── pytorch.py │ │ ├── tests │ │ ├── __init__.py │ │ ├── test_data.py │ │ ├── test_hardware_utils.py │ │ └── test_utils.py │ │ ├── tf.py │ │ ├── transformations.py │ │ ├── utils.py │ │ └── venv.py ├── requirements-dev.txt ├── requirements.txt └── setup.py ├── open_alpha_tensor ├── README.md ├── config.json ├── main.py ├── open_alpha_tensor │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ └── functions.py │ ├── config.py │ ├── core │ │ ├── __init__.py │ │ ├── actors │ │ │ ├── __init__.py │ │ │ └── stage.py │ │ ├── data │ │ │ ├── __init__.py │ │ │ ├── basis_change.py │ │ │ ├── dataset.py │ │ │ ├── generation.py │ │ │ └── utils.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── alpha_tensor.py │ │ │ ├── attention.py │ │ │ ├── extras.py │ │ │ ├── heads.py │ │ │ └── torso.py │ │ └── training.py │ ├── operations │ │ ├── __init__.py │ │ ├── checkpoint_op.py │ │ ├── model_op.py │ │ └── training_op.py │ └── root_op.py ├── resources │ └── open_alpha_tensor.md └── setup.py ├── optimate └── README.md └── speedster ├── README.md ├── docs └── en │ ├── docs │ ├── advanced_options.md │ ├── benchmarks.md │ ├── getting_started │ │ ├── diffusers_getting_started.md │ │ ├── hf_getting_started.md │ │ ├── onnx_getting_started.md │ │ ├── pytorch_getting_started.md │ │ └── tf_getting_started.md │ ├── hardware.md │ ├── images │ │ ├── bert.png │ │ ├── compiler.png │ │ ├── compressor.png │ │ ├── converter.png │ │ ├── efficientnet.png │ │ ├── gpt2.png │ │ ├── hf_table.png │ │ ├── learner.png │ │ ├── pt_table.png │ │ ├── resnet.png │ │ ├── roberta.png │ │ ├── speedster_blocks_converter.png │ │ ├── stable_diffusion.png │ │ └── yolov5.png │ ├── installation.md │ ├── key_concepts.md │ ├── notebooks.md │ ├── overview.md │ └── telemetry.md │ └── mkdocs.yaml ├── notebooks ├── README.md ├── diffusers │ ├── Accelerate_Stable_Diffusion_with_Speedster.ipynb │ └── Readme.md ├── huggingface │ ├── Accelerate_Hugging_Face_PyTorch_BERT_with_Speedster.ipynb │ ├── Accelerate_Hugging_Face_PyTorch_DistilBERT_with_Speedster.ipynb │ ├── Accelerate_Hugging_Face_PyTorch_GPT2_with_Speedster.ipynb │ ├── Accelerate_Hugging_Face_PyTorch_T5_with_Speedster.ipynb │ ├── Accelerate_Hugging_Face_TensorFlow_BERT_with_Speedster.ipynb │ ├── Readme.md │ └── faster_transformer_bert.py ├── onnx │ ├── Accelerate_ONNX_ResNet50_with_Speedster.ipynb │ └── Readme.md ├── pytorch │ ├── 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