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release 0.4.0 (#58)
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vgel authored Dec 14, 2024
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7 changes: 6 additions & 1 deletion CHANGELOG
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# Changelog

## Unreleased
## 0.4.0 - 2024-12-13

* SAE support! See `notebooks/sae.ipynb` for an example. (#49)
* Fixes for models in `bfloat16`. (#49)
* `accelerate` removed from project dependencies, please install it manually with `pip install accelerate` if you need `device_map="auto"` or other `accelerate` features. (#56)
* (for devs) Migrate project to `uv` and `ruff` from `poetry` and `black`. (#56)

## 0.3.1 - 2024-07-01

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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -70,6 +70,7 @@ For a more detailed explanation of how the library works and what it can do, see
* For a list of changes by version, see the [CHANGELOG](https://github.com/vgel/repeng/blob/main/CHANGELOG).
* For quantized use, you may be interested in [llama.cpp#5970](https://github.com/ggerganov/llama.cpp/pull/5970)—after training a vector with `repeng`, export it by calling `vector.export_gguf(filename)` and then use it in `llama.cpp` with any quant!
* Vector training *currently does not work* with MoE models (such as Mixtral). (This is theoretically fixable with some work, let me know if you're interested.)
* Some example notebooks require `accelerate`, which must be manually installed with `pip install accelerate`. (This can also be done in the notebook with the IPython magic `%pip install accelerate`.)

## Notice

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2 changes: 1 addition & 1 deletion pyproject.toml
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[project]
name = "repeng"
version = "0.3.1"
version = "0.4.0"
description = "representation engineering / control vectors"
authors = [{ name = "Theia Vogel", email = "[email protected]" }]
readme = "README.md"
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