Top 22 Python mistral Projects
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Implementation: ORPO has been integrated into popular fine-tuning libraries like TRL, Axolotl, and LLaMA-Factory.
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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unsloth
Finetune Llama 3.3, DeepSeek-R1, Reasoning, Mistral, Phi-4 & Gemma 2 LLMs 2-5x faster with 70% less memory
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Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07
This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.
questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?
Would love to see more progress toward this area!
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OpenLLM
Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.
OpenLLM is a powerful platform that empowers developers to leverage the potential of open-source large language models (LLMs). It is like a Swiss Army knife for LLMs. It's a set of tools that helps developers overcome these deployment hurdles.
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inference
Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.
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agentops
Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Langchain, Autogen, AG2, and CamelAI
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xTuring
Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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elia
A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more.
Project mention: Elia, A snappy, keyboard-centric terminal UI for interacting with LLM | news.ycombinator.com | 2024-05-21 -
Project mention: Crafting Structured {JSON} Responses: Ensuring Consistent Output from any LLM 🦙🤖 | dev.to | 2024-09-15
Generating perfectly formatted JSON from LLMs is a common yet challenging task. By guiding the JSON syntax, communicating its usage, and using validation tools like json-fixer, we can significantly improve the consistency and reliability of the output. By combining clear instructions, strategic prompting, and robust validation, we can transform our LLM interactions from a gamble into a reliable pipeline for structured data. That's all for the day folks, Stay informed, iterate, and refine your approach to master the art of JSON generation from any LLM.
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KVQuant
[NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
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Project mention: Feedback on NanoDL: A library for building custom transformers from scratch | news.ycombinator.com | 2024-05-09
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Project mention: On-Device LLM Inference Powered by X-Bit Quantization | news.ycombinator.com | 2024-05-29
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NeoGPT
Chat effortlessly, execute commands, and interpret code with Llama3, Phi3, and more - your local AI assistant. Enjoy seamless interaction while ensuring ultimate privacy
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Project mention: Intelli framework orchestrates multi-model collaboration as a graph | news.ycombinator.com | 2024-04-01
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airgapped-offfline-rag
Secure, locally-run Retrieval-Augmented Generation system for document-based question-answering, utilizing Llama 3, Mistral, and Gemini models with a user-friendly Streamlit interface.
Project mention: Show HN: Airgapped Offline RAG – Run LLMs Locally with Llama, Mistral, & Gemini | news.ycombinator.com | 2024-10-10 -
Project mention: I did it: Launching my visionary Open Source project, Fiorino.AI | dev.to | 2024-11-21
Now, it's your turn to explore Fiorino.AI. Visit our website to learn more, and check out the GitHub repository to see the project in action. Your feedback is crucial, so please share your thoughts in the comments.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Index
What are some of the best open-source mistral projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | LLaMA-Factory | 39,203 |
| 2 | unsloth | 23,463 |
| 3 | ludwig | 11,304 |
| 4 | OpenLLM | 10,499 |
| 5 | inference | 6,124 |
| 6 | agentops | 2,759 |
| 7 | xTuring | 2,627 |
| 8 | elia | 1,989 |
| 9 | json_repair | 1,415 |
| 10 | MixtralKit | 765 |
| 11 | snowChat | 502 |
| 12 | xllm | 391 |
| 13 | KVQuant | 327 |
| 14 | LLaMa2lang | 298 |
| 15 | nanodl | 280 |
| 16 | picollm | 208 |
| 17 | machinascript-for-robots | 169 |
| 18 | NeoGPT | 79 |
| 19 | Intelli | 39 |
| 20 | midistral | 38 |
| 21 | airgapped-offfline-rag | 23 |
| 22 | fiorino-ai | 8 |
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