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bitsandbytes discussion
bitsandbytes reviews and mentions
- Codestral Mamba
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Testing AMD's Giant MI300X
The problem is that we all have a lot of FUD (for good reasons). It's on AMD to solve that problem publically. They need to make it easier to understand what is supported so far and what's not.
For example, for bitandbytes (a common dependency in LLM world) there's a ROCm fork that the AMD maintainers are trying to merge in (https://github.com/TimDettmers/bitsandbytes/issues/107). Meanwhile an Intel employee merged a change that made a common device abstraction (presumably usable by AMD + Apple + Intel etc.).
There's a lot of that right now - super popular package that is CUDA-only is navigating how to make it work correctly with any other accelerator. We just need more information on what is supported.
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French AI startup Mistral secures €2B valuation
No. Without the inference code, the best we can have are guesses on its implementation, so the benchmark figures we can get could be quite wrong. It does seem better than Llama2-70B in my tests, which rely on the work done by Dmytro Dzhulgakov[0] and DiscoResearch[1].
But the point of releasing on bittorrent is to see the effervescence in hobbyist research and early attempts at MoE quantization, which are already ongoing[2]. They are benefitting from the community.
[0]: https://github.com/dzhulgakov/llama-mistral
[1]: https://huggingface.co/DiscoResearch/mixtral-7b-8expert
[2]: https://github.com/TimDettmers/bitsandbytes/tree/sparse_moe
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Lora training with Kohya issue
CUDA SETUP: To manually override the PyTorch CUDA version please see:https://github.com/TimDettmers/bitsandbytes/blob/main/how_to_use_nonpytorch_cuda.md
- FLaNK Stack Weekly for 30 Oct 2023
- A comprehensive guide to running Llama 2 locally
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Bit inference 4.2x faster than 16 bit
Release notes: https://github.com/TimDettmers/bitsandbytes/releases/tag/0.4...
- Found duplicate ['libcudart.so', 'libcudart.so.11.0', 'libcudart.so.12.0']
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Having trouble using the multimodal tools.
RuntimeError: CUDA Setup failed despite GPU being available. Inspect the CUDA SETUP outputs above to fix your environment! If you cannot find any issues and suspect a bug, please open an issue with detals about your environment: https://github.com/TimDettmers/bitsandbytes/issues
- [TextGen WebUI] Service terminated error? (Screenshots in post)
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A note from our sponsor - Scout Monitoring
www.scoutapm.com | 10 Nov 2024
Stats
bitsandbytes-foundation/bitsandbytes is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of bitsandbytes is Python.