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large-language-models

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upgini / upgini

Star 295

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

data-science machine-learning scikit-learn python-library kaggle feature-selection open-data feature-extraction public-data feature-engineering features automl open-datasets data-enrichment kaggle-solution automated-feature-engineering automl-pipeline large-language-models llm chatgpt
  • Updated Jun 1, 2024
  • Python

Psycoy / MixEval

Star 3

MixEval, a ground-truth-based dynamic benchmark derived from off-the-shelf benchmark mixtures, which evaluates LLMs with a highly capable model ranking (i.e., 0.96 correlation with Chatbot Arena) while running locally and quickly (6% the time and cost of running MMLU), with its queries being stably updated every month to avoid contamination.

benchmark machine-learning deep-learning evaluation benchmarking-suite evaluation-framework benchmarking-framework foundation-models large-language-models large-language-model llm-training llm-inference llm-evaluation large-multimodal-models llm-evaluation-framework benchmark-mixture dynamic-benchmark
  • Updated Jun 1, 2024
  • Python

binary-husky / gpt_academic

Star 59.8k

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

academic gpt-4 large-language-models chatgpt chatglm-6b
  • Updated Jun 1, 2024
  • Python

decodingml / llm-twin-course

Star 721

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 11 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

docker aws course infrastructure-as-code machine-learning-engineering comet-ml rag mlops pulumi qdrant large-language-models bytewax generative-ai qwak llmops ml-system-design superlinked
  • Updated Jun 1, 2024
  • Python

langfuse / langfuse

Star 4k

🪢 Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

open-source playground monitoring analytics evaluation self-hosted ycombinator openai gpt observability large-language-models llm prompt-engineering langchain llmops llama-index prompt-management evals llm-evaluation
  • Updated Jun 1, 2024
  • TypeScript

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