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TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning
Paper • 2505.14625 • Published • 13 -
TinyV
💬1Verify model answers against ground truth
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zhangchenxu/TinyV-Qwen3-1.7B
Text Generation • 2B • Updated • 2 -
zhangchenxu/TinyV-Qwen3-1.7B-Think
Text Generation • 2B • Updated • 3 • 3
Zhangchen Xu PRO
zhangchenxu
AI & ML interests
LLM Data, Alignment, Post-Training, Safety
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TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning
Paper • 2505.14625 • Published • 13 -
TinyV
💬1Verify model answers against ground truth
-
zhangchenxu/TinyV-Qwen3-1.7B
Text Generation • 2B • Updated • 2 -
zhangchenxu/TinyV-Qwen3-1.7B-Think
Text Generation • 2B • Updated • 3 • 3
models
40
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step312
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zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step288
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zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step256
4B
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zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step224
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zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step192
4B
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zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step160
4B
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1
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step128
4B
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zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step96
4B
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zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step64
4B
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zhangchenxu/deepseek-math-7b-instruct-deepscaler_5k_prime_step468
7B
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Updated
datasets
14
zhangchenxu/HardVerify-Math
Viewer
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Updated
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250
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33
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2
zhangchenxu/TinyV_Think_Training_Data_Qwen3_Balanced
Viewer
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Updated
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113k
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4
zhangchenxu/TinyV_Training_Data_Qwen3_Balanced
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Updated
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113k
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2
zhangchenxu/bigmath_tinyv_filtered
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7.01k
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10
zhangchenxu/TinyV_Training_Data_Balanced
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159k
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2
zhangchenxu/TinyV_Think_Training_Data_Balanced
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159k
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1
zhangchenxu/KodCode_50K_R1
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50k
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6
zhangchenxu/KodCode_Hard_18K_R1
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18.7k
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5
zhangchenxu/Magpie-100k-Gemma2-9B
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100k
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2
zhangchenxu/zero-eval
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800
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220