open-llms
starcoder
| open-llms | starcoder | |
|---|---|---|
| 22 | 10 | |
| 10,168 | 7,109 | |
| - | 0.7% | |
| 7.7 | 6.6 | |
| about 1 month ago | 2 months ago | |
| 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.
open-llms
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7 SAAS ideas đź’ˇ you can steal
Everyone knows about ChatGPT by now, but did you know there are other models like "Mistral" or "Falcon" - you can view a full list of open-source models here or on huggingface.
- eugeneyan/open-llms
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GPT-4 API general availability
This is the most well-maintained list of commercially usable open LLMs: https://github.com/eugeneyan/open-llms
MPT, OpenLLaMA, and Falcon are probably the most generally useful.
For code, Replit Code (specifically replit-code-instruct-glaive) and StarCoder (WizardCoder-15B) are the current top open models and both can be used commercially.
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Local LLMs: After Novelty Wanes
There's also MPT, which has a 7B, and Falcon, with a 7B and 40B although they have not had the inference tuning in community projects that the llamas have had. This is a good repo for reviewing what's available atm: https://github.com/eugeneyan/open-llms
- How to keep track of all the LLMs out there?
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How do I learn AI/Machine Learning?
If I was going to do the same I would at least build off of something, check out https://github.com/eugeneyan/open-llms, you should at least have a decent understanding of artificial neural networks (ANNs) and this link is pretty good on the basic concepts you need inc classification and learning types, good luck friend.
- LLM and privacy
- Local LLM to learn, explore and use for commercial purpose
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Best instruct model recommendations to use with T4?
This list might help: https://github.com/eugeneyan/open-llms
- [D] What is the best open source LLM so far?
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?
SillyTavern - LLM Frontend for Power Users.
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.
SillyTavern-Extras - Extensions API for SillyTavern.
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
SillyTavern - LLM Frontend for Power Users. [Moved to: https://github.com/SillyTavern/SillyTavern]
llm-jeopardy - Automated prompting and scoring framework to evaluate LLMs using updated human knowledge prompts
GPTQ-for-LLaMa - 4 bits quantization of LLaMa using GPTQ
azure-search-openai-demo - A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
Rath - Next generation of automated data exploratory analysis and visualization platform.
panml - PanML is a high level generative AI/ML development and analysis library designed for ease of use and fast experimentation.
openvino_notebooks - 📚 Jupyter notebook tutorials for OpenVINO™