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.
  ☆4,977Updated 6 months ago
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆7,094Updated last year
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,719Updated last year
• skypilot-org / skypilot
  Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, 17+ clouds, o…
  ☆8,884Updated this week
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆10,673Updated this week
• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆9,678Updated 2 months ago
• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆4,353Updated 2 months ago
• openlm-research / open_llama
  OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
  ☆7,523Updated 2 years ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,687Updated last week
• huggingface / text-embeddings-inference
  A blazing fast inference solution for text embeddings models
  ☆4,131Updated 3 weeks ago
• meta-pytorch / torchtune
  PyTorch native post-training library
  ☆5,564Updated this week
• togethercomputer / RedPajama-Data
  The RedPajama-Data repository contains code for preparing large datasets for training large language models.
  ☆4,834Updated 10 months ago
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,459Updated 4 months ago
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆16,012Updated last week
• ggml-org / ggml
  Tensor library for machine learning
  ☆13,332Updated last week
• bentoml / OpenLLM
  Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
  ☆11,883Updated this week
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆6,412Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆10,488Updated this week
• guidance-ai / guidance
  A guidance language for controlling large language models.
  ☆20,882Updated 2 weeks ago
• huggingface / alignment-handbook
  Robust recipes to align language models with human and AI preferences
  ☆5,406Updated last month
• 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…
  ☆6,082Updated 3 months ago
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆19,900Updated last week
• mistralai / mistral-inference
  Official inference library for Mistral models
  ☆10,521Updated 7 months ago
• turboderp / exllama
  A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.
  ☆2,903Updated 2 years ago
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆19,462Updated this week
• bigcode-project / starcoder
  Home of StarCoder: fine-tuning & inference!
  ☆7,466Updated last year
• microsoft / LMOps
  General technology for enabling AI capabilities w/ LLMs and MLLMs
  ☆4,157Updated 4 months ago
• 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…
  ☆11,955Updated last week
• InternLM / lmdeploy
  LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  ☆7,199Updated last week
• Lightning-AI / litgpt
  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  ☆12,861Updated last week