sglang
langkit
| sglang | langkit | |
|---|---|---|
| 3 | 5 | |
| 2,515 | 743 | |
| 19.2% | 7.1% | |
| 9.5 | 8.5 | |
| 4 days ago | 3 days ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
sglang
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Show HN: Prompts as (WASM) Programs
> The most obvious usage of this is forcing a model to output valid JSON
Isn't this something that Outlines [0], Guidance [1] and others [2] already solve much more elegantly?
0. https://github.com/outlines-dev/outlines
1. https://github.com/guidance-ai/guidance
2. https://github.com/sgl-project/sglang
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AMD ROCm Software Blogs
Thanks! Again, partnerships over customers. If you're experienced and have the technical chops to make a MI300x sing, we want to work with you. Our model is that we are the capex/opex investor for businesses. As much as I love software, Hot Aisle is more of a hardware business. Running super high end large scale compute is an extreme challenge in itself. We are less interested in building the software side of things and want to foster those who can focus on that side.
https://github.com/unslothai/unsloth/issues/160
https://github.com/search?q=repo%3Apredibase%2Florax+rocm&ty...
https://github.com/sgl-project/sglang/issues/157
https://github.com/casper-hansen/AutoAWQ (supports rocm)
- FLaNK Stack Weekly 22 January 2024
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?
Mermaid - Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.
evals - Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
spotube - 🎧 Open source Spotify client that doesn't require Premium nor uses Electron! Available for both desktop & mobile!
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.
excalidraw-claymate - A tool based on Excalidraw to create stop motion animations and slides.
flink-kubernetes-operator - Apache Flink Kubernetes Operator
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
TinyLlama - The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
aici - AICI: Prompts as (Wasm) Programs