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 via a simple interface.
☆6,524Updated this week
Related projects: ⓘ
- Large Language Model Text Generation Inference☆8,762Updated this week
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,079Updated last week
- Structured Text Generation☆8,241Updated this week
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆5,958Updated last week
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,339Updated last year
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆11,200Updated this week
- Go ahead and axolotl questions☆7,554Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆9,906Updated 3 months ago
- Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.☆9,731Updated last week
- DSPy: The framework for programming—not prompting—foundation models☆16,773Updated this week
- Semantic cache for LLMs. Fully integrated with LangChain and llama_index.☆7,085Updated last week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆9,780Updated this week
- A language for constraint-guided and efficient LLM programming.☆3,615Updated 3 months ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆7,620Updated 4 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆26,822Updated this week
- Tensor library for machine learning☆10,846Updated last week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,537Updated 2 months ago
- Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.☆8,446Updated this week
- the AI-native open-source embedding database☆14,555Updated this week
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆11,796Updated last month
- Python bindings for llama.cpp☆7,723Updated this week
- LLM training code for Databricks foundation models☆3,964Updated this week
- A Bulletproof Way to Generate Structured JSON from Language Models☆4,373Updated 6 months ago
- Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform☆10,812Updated last year
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,522Updated last month
- Numbers every LLM developer should know☆4,050Updated 8 months ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,194Updated last month
- Adding guardrails to large language models.☆3,873Updated this week
- Python SDK, Proxy Server to call 100+ LLM APIs using the OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker,…☆12,231Updated this week
- A guidance language for controlling large language models.☆18,698Updated this week