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deepspeedai/DeepSpeed

DeepSpeed optimizes deep learning training and inference with distributed computing techniques.

41.7K
Active
Python
ML Ops
Inference
PyTorch
#deep-learning#distributed-training#inference-optimization

huggingface/accelerate

A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration.

9.5K
Active
Python
LLM Frameworks
PyTorch
#pytorch#machine-learning#distributed-training

intel/ipex-llm

An accelerator for local LLM inference and fine-tuning on Intel XPUs, with seamless integration into popular LLM frameworks.

8.7K
Active
Python
LLM Frameworks
LLM Wrappers & SDKs
PyTorch
#llm#inference#fine-tuning

InternLM/lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving large language models (LLMs).

7.7K
Active
Python
LLM Frameworks
Inference
Python
#llm#inference#deployment

EleutherAI/gpt-neox

An open-source implementation of large language models with a focus on model parallelism and efficiency.

7.4K
Stable
Python
LLM Frameworks
API Frameworks
PyTorch
#language-model#transformers#deepspeed

deepspeedai/DeepSpeedExamples

Example models using DeepSpeed for AI development

6.8K
Stable
Python
React
#DeepSpeed#AI#Machine Learning

PKU-Alignment/safe-rlhf

A safe reinforcement learning from human feedback (RLHF) system for aligning large language models with human values.

1.6K
Stable
Python
LLM Frameworks
Reinforcement Learning
#ai-safety#large-language-models#reinforcement-learning

bigscience-workshop/Megatron-DeepSpeed

An ongoing research project for training transformer language models at scale, including BERT and GPT-2.

1.4K
Archived
Python
LLM Frameworks
None
#language-model#transformer#large-language-model

zjunlp/KnowLM

An open-source framework for building knowledgeable large language models with fine-tuning capabilities.

1.4K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#large-language-model#instruction-following#instruction-tuning

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