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qwen3-4b-h100-v5-hard-ep3 – AI Model by shinich001 | AlphaNeural AI
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qwen3-4b-h100-v5-hard-ep3
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peft
safetensors
qlora
lora
structured-output
text-generation
en
u-10bei/structured_data_with_cot_dataset_v5_6k
daichira/structured-hard-sft-4k
u-10bei/structured_data_with_cot_dataset_512_v4
Qwen/Qwen3-4B-Instruct-2507
adapter
apache-2.0
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qwen3-4b-h100-v5-hard-ep3
Top-ranker strategy model. Trained on H100 with a blend of three datasets (approx. 14k rows) and heavily preprocessed with custom clean_assistant_output_v2 (CoT stripping, markdown removal, TOML comment removal).
Training Configuration
Base model: Qwen/Qwen3-4B-Instruct-2507
Max sequence length: 4096
Epochs: 3
Learning rate: 2e-5
Effective Batch size: 32 (BS=8, GradAccum=4)
LoRA R: 128
