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* pyo3 update.
* Stub fix.
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* Metal quantized modifications proposal.
- Add a device param, wherever needed.
- Create new QMetal storage thing that implements QuantizedType.
- Update everywhere needed.
Fix Python.
Fixing examples.
Fix: fmt + clippy + stub.
Moving everything around.
Only missing the actual implems.
Fixing everything + adding dequantized kernels.
More work.
Fixing matmul.
Fmt + Clippy
Some clippy fixes.
Working state.
Q2K Metal -> Bugged (also present in GGML).
Q4K CPU -> Bugged (present previously, new test catch it).
Q5K CPU -> Bugged (present previously).
Q8_1 Both -> Never really implemented it seems
Q8K metal -> Never implemented in metal
Fixing Q2K bug (present in ggml).
* Cleanup.
* Fix the rebase.
* Removing the fences speeds everything up and *is* correct this time...
* Cleanup the fence.
* After rebase.
* Bad code removal.
* Rebase after phi2 merge + fix replit default to CPU.
* Making the CI happy.
* More happy tests.
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Co-authored-by: Nicolas Patry <nicolas@Nicolass-MacBook-Pro.local>
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* Negative and `*args` shape handling
* Rename to `PyShapeWithHole` + validate that only one hole exists
* Regenerate stubs
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Co-authored-by: Laurent Mazare <laurent.mazare@gmail.com>
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* Start generating return types
* Finish tensor type hinting
* Add `save_gguf` to `utils`
* Typehint `quant-llama.py`
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* Begin to generate typehints.
* generate correct stubs
* Correctly include stubs
* Add comments and typhints to static functions
* ensure candle-pyo3 directory
* Make `llama.rope.freq_base` optional
* `fmt`
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