huggingface / text-generation-inference

Related projects ⓘ

Alternatives and complementary repositories for text-generation-inference

• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,497Updated last month
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,059Updated 5 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆30,423Updated this week
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,269Updated 3 months ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,299Updated this week
• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆8,141Updated this week
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆7,930Updated this 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…
  ☆5,994Updated 2 months ago
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,653Updated 3 months ago
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆7,919Updated 6 months ago
• ggerganov / ggml
  Tensor library for machine learning
  ☆11,233Updated this week
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆6,127Updated this week
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆10,086Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆6,990Updated this week
• turboderp / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆3,680Updated this week
• Lightning-AI / litgpt
  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  ☆10,734Updated last week
• togethercomputer / RedPajama-Data
  The RedPajama-Data repository contains code for preparing large datasets for training large language models.
  ☆4,571Updated last month
• openlm-research / open_llama
  OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
  ☆7,384Updated last year
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆16,471Updated this week
• ShishirPatil / gorilla
  Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
  ☆11,487Updated this week
• dottxt-ai / outlines
  Structured Text Generation
  ☆9,487Updated this week
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆4,816Updated 2 weeks ago
• skypilot-org / skypilot
  SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability v…
  ☆6,814Updated this week
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆14,279Updated this week
• microsoft / LLMLingua
  [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which ach…
  ☆4,653Updated this week
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆36,993Updated this week
• zilliztech / GPTCache
  Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
  ☆7,238Updated 2 months ago
• bigscience-workshop / petals
  🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
  ☆9,248Updated 2 months ago