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ao9000/
llama2-7b-cda-gender

Name: llama2-7b-cda-gender
Availability: InStock

text-generation-inference

endpoints_compatible

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Lora finetuning on Wikipedia-10, applying counter factual data augmentation (CDA)

Dataset: Wikipedia-10
Target modules = ["q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj"]

{
    "epoch": 0.05217151712326255,
    "total_flos": 2.605973017460736e+18,
    "train_loss": 0.03771647383272648,
    "train_runtime": 18281.2091,
    "train_samples": 1226723,
    "train_samples_per_second": 3.501,
    "train_steps_per_second": 0.109
}

Training script: https://github.com/ao9000/bias-bench/blob/main/experiments/run_clm.py

ao9000/llama2-7b-cda-gender

Lora finetuning on Wikipedia-10, applying counter factual data augmentation (CDA)

Training script: https://github.com/ao9000/bias-bench/blob/main/experiments/run_clm.py

ao9000/
llama2-7b-cda-gender