lora-instruct
mpt-lora-patch
| lora-instruct | mpt-lora-patch | |
|---|---|---|
| 1 | 4 | |
| 97 | 58 | |
| - | - | |
| 7.0 | 5.1 | |
| 5 months ago | about 1 year ago | |
| Python | Python | |
| Apache License 2.0 | - |
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lora-instruct
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Training a LoRA with MPT Models
Hi, i have created custom data, same format as alphachas json file. And fine tuned mpt-7b-instruct using this link https://github.com/leehanchung/lora-instruct I have also used your patch, the fine tuning got successfull and also the loss got decreased but when am trying to make prediction using the fine tuned model am not getting correct output even on the trained data, it's generating output with lots of nonsense
mpt-lora-patch
- Anyone here finetune either MPT-7B or Falcon-7B?
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How big of a jump is 13B Vicuna Uncensored vs 30B Vicuna Uncensored?
To merge a LoRA into an existing model, use this script:
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Training a LoRA with MPT Models
Yeah it's the link on this post https://github.com/iwalton3/mpt-lora-patch
What are some alternatives?
FastLoRAChat - Instruct-tune LLaMA on consumer hardware with shareGPT data
LoRA-MPT - A repo for finetuning MPT using LoRA. It is currently configured to work with the Alpaca dataset from Stanford but can easily be adapted to use another.
AutoLearn-GPT - ChatGPT learns automatically.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
LMOps - General technology for enabling AI capabilities w/ LLMs and MLLMs
GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQ
Roy - Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.
AGiXT - AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memory, smart features, and a versatile plugin system, AGiXT delivers efficient and comprehensive AI solutions.
punica - Serving multiple LoRA finetuned LLM as one