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Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a...

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### System Info [pip3] flake8==7.0.0 [pip3] flake8-bugbear==24.2.6 [pip3] mypy-extensions==1.0.0 [pip3] numpy==1.26.4 [pip3] torch==2.2.1+cu118 [pip3] torchdata==0.7.1+cpu [pip3] torchtext==0.17.1 [pip3] triton==2.2.0 [conda] numpy 1.26.4 pypi_0 pypi [conda] torch 2.2.1+cu118 pypi_0 pypi [conda]...

triaged

### πŸš€ The feature, motivation and pitch Hello, I am hoping to seek some guidance on a common scenario. I am wondering when selecting "packing" (instead of padding) as the...

triaged

ValueError: Transformers now supports natively BetterTransformer optimizations (torch.nn.functional.scaled_dot_product_attention) for the model type llama. As such, there is no need to use `model.to_bettertransformers()` or `BetterTransformer.transform(model)` from the Optimum library. Please upgrade...

triaged

I'd appreciate some advice on a problem, since I don't have expertise in AI or Data Science. I need to analyze historical data to build a forecasting model, using a...

triaged

### System Info Pytorch=2.1.0, CUDA=11.8, GPU=a10g (24 GB), Num of GPUs=1 ### Information - [x] The official example scripts - [ ] My own modified scripts ### πŸ› Describe the...

I'm a computer novice, and when fine-tuning using the google/civil_comments dataset, I implemented another preprocessing function modeled after get_preprocessed_samsum, but I kept having problems. Can you help me find out...

Hi team, I would like to fine tune Llama2 model with my domain data and eventually convert it as a chat model. so, I can directly ask questions related to...

triaged

Hi, thanks for your great work! I'm using the code in the llama-recipes repository to fine-tune my own data and have a question for you: I read the examples/quickstart.ipynb code,...

triaged

So far with the example of fine tuning I see examples of summarisation, chatbot based on specific use cases etc. However, I want to build the a chatbot based on...

### πŸš€ The feature, motivation and pitch So I'm using an RX 7900 XTX with PyTorch 2.2.0.dev20231005+rocm5.7. From the error message below, it seems that it's a problem with bitsandbytes...

enhancement
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