skypilot-org / skypilot

Related projects ⓘ

Alternatives and complementary repositories for skypilot

• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆9,122Updated this week
• bigscience-workshop / petals
  🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
  ☆9,248Updated 2 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆30,423Updated this week
• bentoml / OpenLLM
  Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.
  ☆10,079Updated this week
• dottxt-ai / outlines
  Structured Text Generation
  ☆9,487Updated this week
• stanfordnlp / dspy
  DSPy: The framework for programming—not prompting—language models
  ☆18,885Updated this week
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆7,930Updated this week
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆6,127Updated this week
• guardrails-ai / guardrails
  Adding guardrails to large language models.
  ☆4,127Updated this week
• 1rgs / jsonformer
  A Bulletproof Way to Generate Structured JSON from Language Models
  ☆4,464Updated 8 months ago
• BerriAI / litellm
  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
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,059Updated 5 months ago
• eth-sri / lmql
  A language for constraint-guided and efficient LLM programming.
  ☆3,699Updated 5 months ago
• Unstructured-IO / unstructured
  Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
  ☆9,182Updated this week
• chroma-core / chroma
  the AI-native open-source embedding database
  ☆15,448Updated 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
• ShishirPatil / gorilla
  Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
  ☆11,487Updated this week
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,269Updated 3 months ago
• NVIDIA / NeMo-Guardrails
  NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
  ☆4,190Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,299Updated this week
• guidance-ai / guidance
  A guidance language for controlling large language models.
  ☆19,118Updated last week
• openai / tiktoken
  tiktoken is a fast BPE tokeniser for use with OpenAI's models.
  ☆12,427Updated last month
• zilliztech / GPTCache
  Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
  ☆7,238Updated 2 months ago
• 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
• explodinggradients / ragas
  Supercharge Your LLM Application Evaluations 🚀
  ☆7,261Updated this week
• lancedb / lancedb
  Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
  ☆4,766Updated this week
• ray-project / llm-numbers
  Numbers every LLM developer should know
  ☆4,103Updated 10 months ago
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,497Updated last month
• instructor-ai / instructor
  structured outputs for llms
  ☆8,225Updated this week