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TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning
Paper • 2505.14625 • Published • 13 -
1
TinyV
💬Verify model answers against ground truth
-
zhangchenxu/TinyV-Qwen3-1.7B
Text Generation • 2B • Updated -
zhangchenxu/TinyV-Qwen3-1.7B-Think
Text Generation • 2B • Updated • 7 • 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 -
1
TinyV
💬Verify model answers against ground truth
-
zhangchenxu/TinyV-Qwen3-1.7B
Text Generation • 2B • Updated -
zhangchenxu/TinyV-Qwen3-1.7B-Think
Text Generation • 2B • Updated • 7 • 3
models
40
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step312
4B
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3
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step288
4B
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Updated
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6
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step256
4B
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Updated
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6
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step224
4B
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6
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step192
4B
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6
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step160
4B
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5
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step128
4B
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5
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step96
4B
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3
zhangchenxu/RB-Qwen2.5-VL-3B-Instruct-vlr_syn_filtered_10k_exp6_hybrid_nothink-GRPO_step64
4B
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Updated
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3
zhangchenxu/deepseek-math-7b-instruct-deepscaler_5k_prime_step468
7B
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Updated
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6
datasets
14
zhangchenxu/HardVerify-Math
Viewer
•
Updated
•
250
•
40
•
1
zhangchenxu/TinyV_Think_Training_Data_Qwen3_Balanced
Viewer
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Updated
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113k
•
8
zhangchenxu/TinyV_Training_Data_Qwen3_Balanced
Viewer
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Updated
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113k
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4
zhangchenxu/bigmath_tinyv_filtered
Viewer
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Updated
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7.01k
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16
zhangchenxu/TinyV_Training_Data_Balanced
Viewer
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Updated
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159k
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4
zhangchenxu/TinyV_Think_Training_Data_Balanced
Viewer
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Updated
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159k
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3
zhangchenxu/KodCode_50K_R1
Viewer
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Updated
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50k
•
6
zhangchenxu/KodCode_Hard_18K_R1
Viewer
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Updated
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18.7k
•
7
zhangchenxu/Magpie-100k-Gemma2-9B
Viewer
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Updated
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100k
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3
zhangchenxu/zero-eval
Viewer
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Updated
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800
•
148