bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
☆9,248Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for petals
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,269Updated 3 months ago
- Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.☆10,079Updated this week
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,384Updated last year
- Instruct-tune LLaMA on consumer hardware☆18,653Updated 3 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,059Updated 5 months ago
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,198Updated 3 weeks ago
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆12,427Updated last month
- LlamaIndex is a data framework for your LLM applications☆36,820Updated this week
- 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
- Large Language Model Text Generation Inference☆9,122Updated this week
- the AI-native open-source embedding database☆15,448Updated this week
- 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
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆11,487Updated this week
- A guidance language for controlling large language models.☆19,118Updated last week
- Python bindings for llama.cpp☆8,141Updated this week
- Home of StarCoder: fine-tuning & inference!☆7,325Updated 8 months ago
- Tensor library for machine learning☆11,233Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,571Updated last month
- StableLM: Stability AI Language Models☆15,828Updated 7 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆30,423Updated this week
- DSPy: The framework for programming—not prompting—language models☆18,885Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆36,993Updated this week
- OpenChat: Advancing Open-source Language Models with Imperfect Data☆5,262Updated 2 months ago
- Structured Text Generation☆9,487Updated this week
- Semantic cache for LLMs. Fully integrated with LangChain and llama_index.☆7,238Updated 2 months ago
- Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sag…☆13,971Updated this week
- An LLM playground you can run on your laptop☆6,274Updated 3 weeks ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆7,919Updated 6 months ago