slowllama
Finetune_LLMs
slowllama | Finetune_LLMs | |
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4 | 2 | |
423 | 442 | |
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8.3 | 8.5 | |
about 2 months ago | about 2 months ago | |
Python | Python | |
MIT License | GNU Affero General Public License v3.0 |
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slowllama
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AI — weekly megathread!
slowllama: Finetune llama2-70b and codellama on MacBook Air without quantization [Link].
- SlowLlama: Finetune llama2-70B and codellama on MacBook Air without quantization
Finetune_LLMs
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Prepare Dataset
Regarding this: if you have resources (at least Colab Pro), you would be much better off training GPT-J (aka GPT-J-6B). Not only it's 4x larger than the largest GPT-2, its architecture, AFAIK, is based on GPT-3. You can use this repo as a good example for GPT-J finetuning.
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[D] Fine-tuning GPT-J: lessons learned
And this: https://github.com/mallorbc/Finetune_GPTNEO_GPTJ6B
What are some alternatives?
code-llama-for-vscode - Use Code Llama with Visual Studio Code and the Continue extension. A local LLM alternative to GitHub Copilot.
DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
replicate-llama2-sms-chatbot
mesh-transformer-jax - Model parallel transformers in JAX and Haiku
api-for-open-llm - Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口
replicate-prompt-to-image-sms
AnglE - Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard
LLaVA - [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
GoLLIE - Guideline following Large Language Model for Information Extraction
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