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--- |
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base_model: Mihaiii/Pallas-0.5-LASER-0.5 |
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inference: false |
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license: other |
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license_name: yi-license |
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license_link: https://huggingface.co/01-ai/Yi-34B/blob/main/LICENSE |
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metrics: |
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- accuracy |
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--- |
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This model has a [LASER](https://pratyushasharma.github.io/laser/) intervention on [Mihaiii/Pallas-0.5-LASER-0.5](https://huggingface.co/Mihaiii/Pallas-0.5-LASER-0.5) . |
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# **This was just an experiment. From my testing, [Pallas-0.5](https://huggingface.co/Mihaiii/Pallas-0.5) is better than this model.** |
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Configs used: |
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- lnum: 51 |
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- lnames: mlp (meaning: ["mlp.gate_proj.weight", "mlp.up_proj.weight", "mlp.down_proj.weight"]) |
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- rate: 8 |
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- dataset: bigbench (subset: causal_judgement) |
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- intervention type: rank-reduction |
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|Name|Validation acc (higher is better)|Validation logloss (lower is better)|Test acc (higher is better)|Test logloss (lower is better)| |
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|---|---|---|---|---| |
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|Pallas-0.5|55.263|1.650|60.526|1.463| |
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|Pallas-0.5-LASER-0.1|55.263|1.639|61.184|1.451| |
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|Pallas-0.5-LASER-0.2|55.263|1.646|61.184|1.458| |
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|Pallas-0.5-LASER-0.3|55.263|1.575|61.842|1.382| |
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|Pallas-0.5-LASER-0.4|55.263|1.525|61.842|1.326| |
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|Pallas-0.5-LASER-0.5|55.263|1.484|61.842|1.297| |
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|Pallas-0.5-LASER-0.6|55.263|1.455|61.184|1.283| |
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In order to replicate on a single A100, you can use [my branch](https://github.com/Mihaiii/laser/tree/allow-Yi-on-one-A100) (the original code will throw OOM for 34b models). |
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# Prompt Format: |
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``` |
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SYSTEM: <ANY SYSTEM CONTEXT> |
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USER: |
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ASSISTANT: |
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``` |
