lst-bench
starcoder
| lst-bench | starcoder | |
|---|---|---|
| 1 | 10 | |
| 55 | 7,140 | |
| - | 1.2% | |
| 8.8 | 6.6 | |
| 4 days ago | 3 months ago | |
| Java | Python | |
| 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.
lst-bench
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
What are some alternatives?
openvino_notebooks - 📚 Jupyter notebook tutorials for OpenVINO™
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.
chat-ui - Open source codebase powering the HuggingChat app
SillyTavern - LLM Frontend for Power Users.
FLiPStackWeekly - FLaNK AI Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...
SillyTavern - LLM Frontend for Power Users. [Moved to: https://github.com/SillyTavern/SillyTavern]
serving-pytorch-models - Serving PyTorch models with TorchServe :fire:
netron - Visualizer for neural network, deep learning and machine learning models
GPTQ-for-LLaMa - 4 bits quantization of LLaMa using GPTQ
super-gradients - Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
Rath - Next generation of automated data exploratory analysis and visualization platform.