AnglE
langkit
| AnglE | langkit | |
|---|---|---|
| 12 | 5 | |
| 355 | 719 | |
| - | 4.0% | |
| 9.2 | 8.8 | |
| about 1 month ago | 7 days ago | |
| Python | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
AnglE
- FLaNK Stack Weekly 22 January 2024
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langkit
- FLaNK Stack Weekly 22 January 2024
- LangKit: An open-source toolkit for monitoring LLMs
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Ask HN: How are you improving your use of LLMs in production?
Would love to hear feedback and thoughts on how people approach monitoring in production in real world applications in general! It's an area that I think not enough people talk about when operating LLMs.
We spent a lot of time working with various companies with GenAI use cases before LLM was a thing and captured them in our library called LangKit - it's designed to be generic and pluggable into many different systems, including langchain: https://github.com/whylabs/langkit/. It's designed beyond prompt engineering and aims to provide automated ways to monitor LLM once deployed. Happy to answer any questions here!
- LangKit: An open-source toolkit for monitoring Language Learning Models (LLMs)
- LangKit: An open-source text metrics toolkit for monitoring LLM
What are some alternatives?
Finetune_LLMs - Repo for fine-tuning Casual LLMs
evals - Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
code-llama-for-vscode - Use Code Llama with Visual Studio Code and the Continue extension. A local LLM alternative to GitHub Copilot.
promptfoo - Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.
mteb - MTEB: Massive Text Embedding Benchmark
Mermaid - Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.
api-for-open-llm - Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. εΌζΊε€§ζ¨‘εηη»δΈεη«―ζ₯ε£
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
instructor-embedding - [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
llmware - Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.