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@foundation-model-stack Foundation Model Stack

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    24 repositories

    • fms-fsdp

      Public
      🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash attention v2.
      pytorchdistributed-trainingllm
      Python
      •
      Apache License 2.0
      •32•213•14•7•Updated Jan 10, 2025Jan 10, 2025

    • bamba

      Public
      Train, tune, and infer Bamba model
      Python
      •
      Apache License 2.0
      •11•74•4•0•Updated Jan 10, 2025Jan 10, 2025

    • fms-model-optimizer

      Public
      FMS Model Optimizer is a framework for developing reduced precision neural network models.
      pythonmachine-learningcloudframeworkaioptimizerquantization
      Python
      •
      Apache License 2.0
      •5•11•7•2•Updated Jan 10, 2025Jan 10, 2025

    • fms-hf-tuning

      Public
      🚀 Collection of tuning recipes with HuggingFace SFTTrainer and PyTorch FSDP.
      Python
      •
      Apache License 2.0
      •48•30•23•24•Updated Jan 9, 2025Jan 9, 2025

    • foundation-model-stack

      Public
      🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.
      Python
      •
      Apache License 2.0
      •61•182•35•41•Updated Jan 9, 2025Jan 9, 2025

    • fms-guardrails-orchestrator

      Public
      🚀 Guardrails orchestration server for application of various detections on text generation input and output.
      Rust
      •
      Apache License 2.0
      •21•5•29•3•Updated Jan 9, 2025Jan 9, 2025

    • fms-dgt

      Public
      Synthetic Data Generation for Foundation Models
      Python
      •
      Apache License 2.0
      •22•16•1•1•Updated Jan 9, 2025Jan 9, 2025

    • fms-acceleration

      Public
      🚀 Collection of libraries used with fms-hf-tuning to accelerate fine-tuning and training of large models.
      Python
      •
      Apache License 2.0
      •12•7•20•1•Updated Jan 9, 2025Jan 9, 2025

    • fm-training-estimator

      Public
      Estimate resources needed to train LLMs
      Python
      •
      Apache License 2.0
      •7•12•2•0•Updated Jan 9, 2025Jan 9, 2025

    • multi-nic-cni

      Public
      Go
      •
      Apache License 2.0
      •5•37•16•1•Updated Jan 9, 2025Jan 9, 2025

    • ocp-efa-operator

      Public
      Operator that enables EFA and/or GDRCOPY in an OpenShift cluster
      Go
      •
      Apache License 2.0
      •0•1•0•0•Updated Jan 6, 2025Jan 6, 2025

    • vllm-detector-adapter

      Public
      Tiny adapter that runs on top of vllm and provides detector APIs
      Python
      •
      Apache License 2.0
      •2•2•5•1•Updated Jan 2, 2025Jan 2, 2025

    • blog

      Public
      Public repo for HF blog posts
      Jupyter Notebook
      •785•0•0•1•Updated Dec 18, 2024Dec 18, 2024

    • fastsafetensors

      Public
      High-performance safetensors model loader
      pythonpytorchsafetensors
      Python
      •
      Apache License 2.0
      •3•7•0•0•Updated Dec 16, 2024Dec 16, 2024

    • hf-resource-scanner

      Public
      Scan resources consumed during LLM training
      Python
      •
      Apache License 2.0
      •1•8•1•0•Updated Nov 4, 2024Nov 4, 2024

    • moe-distributed-training

      Public
      Demonstration of MoE distributed training using various techniques
      Python
      •0•1•0•0•Updated Oct 31, 2024Oct 31, 2024

    • base-images

      Public
      Dockerfile
      •
      Apache License 2.0
      •4•3•0•0•Updated Oct 28, 2024Oct 28, 2024

    • pod-vllm

      Public
      Source code to launch a number of pods, performing synthetic data generation
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Oct 22, 2024Oct 22, 2024

    • fms-lm-eval-service

      Public
      Go
      •
      Apache License 2.0
      •2•1•9•1•Updated Oct 10, 2024Oct 10, 2024

    • fms-extras

      Public
      Python
      •
      Apache License 2.0
      •9•24•3•4•Updated Sep 9, 2024Sep 9, 2024

    • avengers

      Public
      Shell
      •
      Apache License 2.0
      •0•0•4•0•Updated Jul 20, 2024Jul 20, 2024

    • trl

      Public
      Train transformer language models with reinforcement learning.
      Python
      •
      Apache License 2.0
      •1.4k•0•0•2•Updated Mar 5, 2024Mar 5, 2024

    • train-conductor

      Public
      Training job management tool for foundation model service
      Python
      •
      Apache License 2.0
      •4•5•6•0•Updated Feb 28, 2024Feb 28, 2024

    • training-operator

      Public
      Training operators on Kubernetes.
      Python
      •
      Apache License 2.0
      •710•0•0•0•Updated Nov 16, 2022Nov 16, 2022