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feat(server): Using quantize_config.json instead of GPTQ_BITS env variables. - #671
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Narsil
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Jul 21, 2023
| num_heads = config.num_attention_heads | ||
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| self.embed_dim = embed_dim | ||
| self.hidden_size = hidden_size |
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Not really related. but this is a bug in current OPT code that I found out. I can roll this back if you want.
2 of 4 tasks
variables.
- Current PR is not great because we're side stepping the
`Weights.__init__` but Weights shouldn't requires anything related
to the config or the model_id as it aims to be a simple Wrapper
over multi file loading.
- Ideal solution would be to use something like Rust enum
```
enum Quantize{
Bitandbytes(Bitsandbytes),
GPTQ(bits: usize, groupsize: usize)
```
And passing that around during load. Unfortunately we don't
have access to this, so for now, side-stepping seems easier.
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Merging. It's only the flaky tests from exllama kernels. We're fixing their flakyness in a different PR. |
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Current PR is not great because we're side stepping the
Weights.__init__but Weights shouldn't requires anything relatedto the config or the model_id as it aims to be a simple Wrapper
over multi file loading.
Ideal solution would be to use something like Rust enum
And passing that around during load. Unfortunately we don't
have access to this, so for now, side-stepping seems easier.
Re-enabling groupsize<0 with exllama (confirmed it works.)
Helps #601
In next steps we should make sure our quantization script uses that format and make it standard.
What does this PR do?
Fixes # (issue)
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