llama3
DeepSeek-Coder
| llama3 | DeepSeek-Coder | |
|---|---|---|
| 18 | 8 | |
| 20,272 | 5,567 | |
| 15.0% | 8.9% | |
| 8.9 | 8.6 | |
| 5 days ago | about 1 month ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
llama3
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Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain
Now, let's start building the next part of the chatbot. In this part, we will be using the LLM from Ollama and integrating it with the chatbot. More particularly, we will be using the Llama-3 model. Llama-3 is Meta's latest and most advanced open-source large language model (LLM). It is the successor to the previous Llama 2 model and represents a significant improvement in performance across a variety of benchmarks and tasks. Llama 3 comes in two main versions - an 8 billion parameter model and a 70 billion parameter model. Llama 3 supports longer context lengths of up to 8,000 tokens.
- FLaNK AI-April 22, 2024
- Meta Llama 3 GitHub
- Mark Zuckerberg himself appears in the list of direct contributors to Llama 3
- Mark Zuckerberg: Llama 3, $10B Models, Caesar Augustus, Bioweapons [video]
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Llama 3 in [8B and 70B] sizes is out
What is fascinating is how the smaller 8B version outperformed the bigger previus-gen 70B model in every benchmark listed on the model card:
- Llama 3 GitHub Repository
- Meta Llama 3
DeepSeek-Coder
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Meta Llama 3
deepseek-coder-instruct 6.7B still looks like is better than llama 3 8B on HumanEval [0], and deepseek-coder-instruct 33B still within reach to run on 32 GB Macbook M2 Max - Lamma 3 70B on the other hand will be hard to run locally unless you really have 128GB ram or more. But we will see in the following days how it performs in real life.
[0] https://github.com/deepseek-ai/deepseek-coder?tab=readme-ov-...
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Mistral Remove "Committing to open models" from their website
Deepseek (https://github.com/deepseek-ai/DeepSeek-Coder?tab=readme-ov-...) code is MIT and the model license is available too.
- FLaNK Stack 05 Feb 2024
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Stable Code 3B: Coding on the Edge
https://github.com/deepseek-ai/deepseek-coder
33B Instruct doesn’t beat 6.7B Instruct by much but maybe those % improvements mean more for your usage.
I run 6.7B since I have 16GB RAM.
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What the heck is so great about this model?
Deepseek Coder: https://github.com/deepseek-ai/DeepSeek-Coder (Best open source coding model right now)
- Deepseek Coder instruct – 6.7B model beats gpt3.5-turbo in coding
- FLaNK Stack Weekly for 13 November 2023
- DeepSeek-Coder: Has anyone tried this one?
What are some alternatives?
promptfoo - Test your prompts. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality. [Moved to: https://github.com/promptfoo/promptfoo]
draw-a-ui - Draw a mockup and generate html for it
FT-Merge-Quantize-Infer-CML
cucim - cuCIM - RAPIDS GPU-accelerated image processing library
linen.dev - Lightweight Google-searchable Slack alternative for Communities
wubloader
clipea - 📎🟢 Like Clippy but for the CLI. A blazing fast AI helper for your command line
engblogs - learn from your favorite tech companies
MoE-LLaVA - Mixture-of-Experts for Large Vision-Language Models
code-llama-for-vscode - Use Code Llama with Visual Studio Code and the Continue extension. A local LLM alternative to GitHub Copilot.
Yi - A series of large language models trained from scratch by developers @01-ai
plandex - An AI coding engine for building complex, real-world software with LLMs