Alternatives and similar repositories for text-generation-inference:

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

• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,411Updated 10 months ago
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆9,258Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,972Updated this week
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,463Updated last year
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,826Updated 3 weeks ago
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,872Updated 9 months ago
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆5,614Updated this week
• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆9,030Updated 3 weeks ago
• togethercomputer / RedPajama-Data
  The RedPajama-Data repository contains code for preparing large datasets for training large language models.
  ☆4,711Updated 4 months ago
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆18,274Updated this week
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆46,456Updated this week
• InternLM / lmdeploy
  LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  ☆6,274Updated this week
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆13,559Updated this week
• bigscience-workshop / petals
  🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
  ☆9,600Updated 7 months ago
• ggml-org / ggml
  Tensor library for machine learning
  ☆12,445Updated this week
• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆4,157Updated this week
• huggingface / text-embeddings-inference
  A blazing fast inference solution for text embeddings models
  ☆3,505Updated this week
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆13,829Updated this week
• skypilot-org / skypilot
  SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability v…
  ☆7,981Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆8,815Updated this week
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,391Updated 9 months ago
• bentoml / OpenLLM
  Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
  ☆11,216Updated last week
• 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…
  ☆6,052Updated 8 months ago
• NVIDIA / TensorRT-LLM
  TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and support state-of-the-art optimizati…
  ☆10,401Updated this week
• yizhongw / self-instruct
  Aligning pretrained language models with instruction data generated by themselves.
  ☆4,359Updated 2 years ago
• openlm-research / open_llama
  OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
  ☆7,482Updated last year
• turboderp / exllama
  A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.
  ☆2,866Updated last year
• dottxt-ai / outlines
  Structured Text Generation
  ☆11,497Updated this week
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,868Updated last year
• huggingface / alignment-handbook
  Robust recipes to align language models with human and AI preferences
  ☆5,157Updated this week