Alternatives and similar repositories for text-generation-inference

Users that are interested in text-generation-inference are comparing it to the libraries listed below

• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆5,005Updated 8 months ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,801Updated last week
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,785Updated last year
• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆9,800Updated 3 months ago
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆10,911Updated this week
• huggingface / text-embeddings-inference
  A blazing fast inference solution for text embeddings models
  ☆4,278Updated 3 weeks ago
• skypilot-org / skypilot
  Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, 20+ clouds, o…
  ☆9,082Updated this week
• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆4,379Updated 3 months ago
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆21,166Updated this week
• ggml-org / ggml
  Tensor library for machine learning
  ☆13,681Updated 2 weeks ago
• meta-llama / llama-cookbook
  Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…
  ☆18,067Updated last month
• openai / tiktoken
  tiktoken is a fast BPE tokeniser for use with OpenAI's models.
  ☆16,717Updated 2 months ago
• Lightning-AI / lit-llama
  Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…
  ☆6,087Updated 5 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆64,758Updated this week
• bentoml / OpenLLM
  Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
  ☆11,987Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆10,838Updated last week
• meta-pytorch / torchtune
  PyTorch native post-training library
  ☆5,615Updated this week
• NVIDIA / TensorRT-LLM
  TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…
  ☆12,312Updated this week
• mlc-ai / mlc-llm
  Universal LLM Deployment Engine with ML Compilation
  ☆21,718Updated this week
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆16,552Updated this week
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆20,215Updated last week
• InternLM / lmdeploy
  LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  ☆7,357Updated last week
• Lightning-AI / litgpt
  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  ☆13,000Updated this week
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆7,142Updated last year
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,826Updated last year
• mistralai / mistral-inference
  Official inference library for Mistral models
  ☆10,581Updated 2 weeks ago
• huggingface / optimum
  🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…
  ☆3,203Updated this week
• togethercomputer / RedPajama-Data
  The RedPajama-Data repository contains code for preparing large datasets for training large language models.
  ☆4,869Updated last year
• turboderp / exllama
  A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.
  ☆2,903Updated 2 years ago
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,472Updated 6 months ago