Alternatives and similar repositories for ggml

Users that are interested in ggml are comparing it to the libraries listed below

• ggml-org / llama.cpp
  LLM inference in C/C++
  ☆86,426Updated this week
• karpathy / llama2.c
  Inference Llama 2 in one file of pure C
  ☆18,735Updated last year
• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆9,566Updated last month
• mlc-ai / mlc-llm
  Universal LLM Deployment Engine with ML Compilation
  ☆21,302Updated last week
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,491Updated last week
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,656Updated last year
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆13,965Updated this week
• FMInference / FlexLLMGen
  Running large language models on a single GPU for throughput-oriented scenarios.
  ☆9,364Updated 10 months ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,584Updated this week
• leejet / stable-diffusion.cpp
  Diffusion model(SD,Flux,Wan,...) inference in pure C/C++
  ☆4,381Updated this week
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,957Updated last year
• SJTU-IPADS / PowerInfer
  High-speed Large Language Model Serving for Local Deployment
  ☆8,329Updated last month
• openlm-research / open_llama
  OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
  ☆7,526Updated 2 years ago
• ggml-org / whisper.cpp
  Port of OpenAI's Whisper model in C/C++
  ☆43,252Updated last week
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,942Updated 5 months ago
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆7,038Updated last year
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,458Updated 3 months ago
• antimatter15 / alpaca.cpp
  Locally run an Instruction-Tuned Chat-Style LLM
  ☆10,212Updated 2 years ago
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆19,570Updated this week
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆30,148Updated last year
• 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…
  ☆6,079Updated 2 months ago
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆19,471Updated this week
• triton-lang / triton
  Development repository for the Triton language and compiler
  ☆16,831Updated this week
• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆4,309Updated last month
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,741Updated last year
• bigscience-workshop / petals
  🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
  ☆9,791Updated last year
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆39,096Updated 3 months ago
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆17,823Updated this week
• imoneoi / openchat
  OpenChat: Advancing Open-source Language Models with Imperfect Data
  ☆5,430Updated last year
• openai / tiktoken
  tiktoken is a fast BPE tokeniser for use with OpenAI's models.
  ☆15,911Updated 2 weeks ago