starcoder
Rath
| starcoder | Rath | |
|---|---|---|
| 10 | 43 | |
| 7,125 | 3,999 | |
| 1.0% | 2.0% | |
| 6.6 | 6.4 | |
| 3 months ago | about 1 month ago | |
| Python | TypeScript | |
| Apache License 2.0 | GNU Affero General Public License v3.0 |
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.
starcoder
- StarCoder: A language model trained on source code and natural language text
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openai i screwing themselves hard.
Use local LLM like: https://github.com/bigcode-project/starcoder
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Guanaco 7B, 13B, 33B and 65B models by Tim Dettmers: now for your local LLM pleasure
Here's the script I use to merge a LoRA onto a base model: https://gist.github.com/TheBloke/d31d289d3198c24e0ca68aaf37a19032 (a slightly modified version of https://github.com/bigcode-project/starcoder/blob/main/finetune/merge_peft_adapters.py)
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Starhugger.el now displays suggestions as overlays
consult: https://github.com/bigcode-project/starcoder/issues/6 https://huggingface.co/bigcode/starcoder/discussions/12
- FLaNK Stack for 15 May 2023
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GPT-4 Week 7. Government oversight, Strikes, Education, Layoffs & Big tech are moving - Nofil's Weekly Breakdown
StarCoder - The biggest open source code LLM. It’s a free VS code extension. Looks great for coding, makes you wonder how long things like Github Copilot and Ghostwriter can afford to charge when we have open source building things like this. Link to github [Link] Link to HF [Link]
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Model For Just Coding
Outside of just using GPT4, which works well, this is supposedly the solution, though I haven't tried it just yet. starcoder/README.md at main · bigcode-project/starcoder · GitHub
- BigCode Project Releases StarCoder: A 15B Code LLM
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StarCoder 15b open-source code model beats Codex and Replit
GitHub link: https://github.com/bigcode-project/starcoder/tree/main
- StarCoder
Rath
- FLaNK Stack for 15 May 2023
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Observable Plot: The JavaScript library for exploratory data visualization
Big fan of D3.js and now there is Observable Plot! I am building several data visualization software for exploratory data analysis:
RATH, auto exploratory data analysis: https://github.com/Kanaries/Rath
GraphicWalker, embeddable data exploration component: https://github.com/Kanaries/graphic-walker
They are using vega-lite for now. But there is a limit of building more fancy and customized visualizations. It seems Plot has a more flexible layer based visualization system that can support larger design space.
Is Plot stable enough now to migrate from vega-lite based system to Plot based? Are there any large milestone or roadmap of Plot in future?
- Show HN: RATH – Open-Source Copilot and Autopilot for Data Analysis
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Business Intelligence, The Key To Company Success
By gaining knowledge of the Business Intelligence once the information is captured from all areas in the business, you can set strategies and define what are the strengths and weaknesses of the business.
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How to send emails in Node.js (Detailed Steps)
I am also working on an Awesome Open Source project named: RATH. Check it out on GitHub!
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Ask HN: What do you use for basic data analysis, visuals, and graphing?
I'm considering https://github.com/Kanaries/Rath, which seems to be an OSS version of Tableau. Has anyone used it for this type of thing?
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Show HN: Turn Your Pandas Dataframe to a Tableau-Style UI for Visual Analysis
Ah, there’s a really nice profiler implemented in one of their other projects here (AGPLv3): https://github.com/Kanaries/Rath/tree/master/packages/rath-c...
There’s a lot of really nice features in this other tool, the author’s thought of everything: https://github.com/Kanaries/Rath
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6 Ideas for building ChatGPT Chrome Extensions
Don't forget to check out my GitHub project:https://github.com/Kanaries/Rath We are also having a website for RATH now!
- Data Painter – A Different Way to Interact with Your Data
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MCM/ICM 2023 is Here (Download historical MCM/ICM Problems)
RATH is an Open Source Automated Data Analysis and Visualization tool that can help you uncover insights and patterns in your data quickly and efficiently. Check out RATH Source Code on GitHub and Free RATH Playground.
What are some alternatives?
langflow - ⛓️ Langflow is a dynamic graph where each node is an executable unit. Its modular and interactive design fosters rapid experimentation and prototyping, pushing hard on the limits of creativity.
superset - Apache Superset is a Data Visualization and Data Exploration Platform
SillyTavern - LLM Frontend for Power Users.
graphic-walker - An open source alternative to Tableau. Embeddable visual analytic
SillyTavern - LLM Frontend for Power Users. [Moved to: https://github.com/SillyTavern/SillyTavern]
pygwalker - PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
openvino_notebooks - 📚 Jupyter notebook tutorials for OpenVINO™
PaLM-rlhf-pytorch - Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
GPTQ-for-LLaMa - 4 bits quantization of LLaMa using GPTQ
lux - Automatically visualize your pandas dataframe via a single print! 📊 💡
Local-LLM-Comparison-Colab-UI - Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.
HumesGuillotine - Hume's Guillotine: Beheading the social pseudo-sciences with the Algorithmic Information Criterion for CAUSAL model selection.