Open-Llama
brev-cli
Open-Llama | brev-cli | |
---|---|---|
7 | 7 | |
637 | 197 | |
- | 1.0% | |
10.0 | 7.9 | |
almost 1 year ago | 2 days ago | |
Python | Go | |
MIT License | MIT License |
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Open-Llama
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(1/2) May 2023
Training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF (https://github.com/s-JoL/Open-Llama)
- Open-Lamam: A “real” open-source project to train LLM not just checkpoints
- Open-Lamam: A real open-source project to train LLM
- Open-Llama: A Open Source Project for Training Language Models
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OpenLLaMA: An Open Reproduction of LLaMA
Really exciting how fast fully pre-trained new models are appearing.
Here's another repo (with the same "open-llama" name) that has been available on hugging face as well for a few weeks. (different training dataset)
https://github.com/s-JoL/Open-Llama
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Build your onw LLM 101
Open-Llama
- Open-Llama is an open source project that provides a complete set of training processes for building large-scale language models, from data preparation to tokenization, pre-training, instruction tuning, and reinforcement learning techniques such as RLHF.
brev-cli
- Brev: Start fine-tuning and training models in < 10 minutes
- OpenLLaMA: An Open Reproduction of LLaMA
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Using the cloud or buying a GPU
I don't have a PC right now that will run StableDiffusion. I can build one but I think I'm going to need a pretty powerful GPU which I'm not sure I can afford right now. I started using something called Brev https://brev.dev/ (no, I don't work there just found it searching). It's pretty affordable and super easy to setup.
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is there a good guide on how to train an ai to simulate your own art work?
I just finished listening to an episode of the Practical AI podcast, where they talked with Nader Khalil from brev.dev. They talked a little bit about setting up dreambooth and training it with ten images in about 4 minutes. I havent tested it, but it is worth a try. Brev.dev is a way to set up virtual machines and developement environments. Would love to heard from people who have used it.
- New AI edits images based on text instructions (instructPix2Pix/imaginAIry)
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Tensorbook
R.I.P. battery.
Personally I've been using Brev [1] to do my cloud training, you get a cloud GPU instance that you can upgrade/downgrade on the fly, and makes supports VS Code out of the box.
[1] https://brev.dev/
- Brev
What are some alternatives?
open_llama - OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
EasyLM - Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
sd_dreambooth_extension
My-Medium-Articles-Friendly-Links - Friendly link to all of my medium articles
SRNet - A tensorflow reproducing of paper “Editing Text in the wild”
AgileRL - Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
stable-diffusion-webui - Stable Diffusion web UI
promptfoo - Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.
modal-examples - Examples of programs built using Modal