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Qwen2.5-7B-Instruct-Uncensored

This model is an uncensored fine-tune version of Qwen2.5-7B-Instruct. However, I can still notice that though uncensored, the model fails to generate detailed descriptions on certain extreme scenarios, which might be associated with deletion on some pretrain datasets in Qwen's pretraining stage.

Check out my roleplay&writing enhanced model based on this model: Orion-zhen/Meissa-Qwen2.5-7B-Instruct

Traning details

I used SFT + DPO to ensure uncensorment as well as trying to maintain original model's capabilities.

  • SFT:
    • NobodyExistsOnTheInternet/ToxicQAFinal
    • anthracite-org/kalo-opus-instruct-22k-no-refusal
  • DPO:
    • Orion-zhen/dpo-toxic-zh
    • unalignment/toxic-dpo-v0.2
    • Crystalcareai/Intel-DPO-Pairs-Norefusals

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 27.99
IFEval (0-Shot) 72.04
BBH (3-Shot) 35.83
MATH Lvl 5 (4-Shot) 1.36
GPQA (0-shot) 7.05
MuSR (0-shot) 13.58
MMLU-PRO (5-shot) 38.07
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Model size
7.62B params
Tensor type
BF16
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Model tree for hkshawn/7b

Base model

Qwen/Qwen2.5-7B
Finetuned
(53)
this model

Datasets used to train hkshawn/7b

Evaluation results