Do Reasoning Models Enhance Embedding Models?
Paper • 2601.21192 • Published • 27
Reasoning Embedding
The official collection of the paper "Do Reasoning Models Enhance Embedding Models"?
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lucaswychan/Qwen-2.5-1.5B-SimpleRL-Zoo-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 58 • 1 -
lucaswychan/Qwen2.5-1.5B-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 77 -
lucaswychan/Qwen3-4B-Reasoning-Embedding
Sentence Similarity • 4B • Updated • 68 -
lucaswychan/Qwen3-4B-PSR-Reasoning-Embedding
Sentence Similarity • 4B • Updated • 47 -
lucaswychan/Qwen2.5-0.5B-Reasoning-Embedding
Sentence Similarity • 0.5B • Updated • 57 -
lucaswychan/Qwen-2.5-0.5B-SimpleRL-Zoo-Reasoning-Embedding
Sentence Similarity • 0.5B • Updated • 58 -
lucaswychan/Nemotron-Research-Reasoning-Qwen-1.5B-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 83 -
lucaswychan/DeepSeek-R1-Distill-Qwen-1.5B-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 81 -
lucaswychan/Qwen2.5-Math-1.5B-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 97 -
lucaswychan/Qwen3-0.6B-Reasoning-Embedding
Sentence Similarity • 0.6B • Updated • 76 -
lucaswychan/Qwen3-0.6B-Base-Reasoning-Embedding
Sentence Similarity • 0.6B • Updated • 65 -
lucaswychan/Qwen2.5-1.5B-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 70 -
lucaswychan/Qwen2.5-1.5B-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 69 -
lucaswychan/Qwen2.5-1.5B-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 64 -
lucaswychan/Qwen-2.5-0.5B-SimpleRL-Zoo-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 0.5B • Updated • 15 -
lucaswychan/Qwen-2.5-0.5B-SimpleRL-Zoo-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 0.5B • Updated • 16 -
lucaswychan/Qwen-2.5-0.5B-SimpleRL-Zoo-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 0.5B • Updated • 16 -
lucaswychan/Qwen-2.5-1.5B-SimpleRL-Zoo-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 58 -
lucaswychan/Qwen-2.5-1.5B-SimpleRL-Zoo-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 17 -
lucaswychan/Qwen-2.5-1.5B-SimpleRL-Zoo-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 48 -
lucaswychan/Qwen2.5-0.5B-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 0.5B • Updated • 35 -
lucaswychan/Qwen2.5-0.5B-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 0.5B • Updated • 70 -
lucaswychan/Qwen2.5-0.5B-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 0.5B • Updated • 18 -
lucaswychan/Qwen3-4B-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 4B • Updated • 61 -
lucaswychan/Qwen3-4B-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 4B • Updated • 21 -
lucaswychan/Qwen3-4B-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 4B • Updated • 41 -
lucaswychan/Qwen3-4B-PSR-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 4B • Updated • 38 -
lucaswychan/Qwen3-4B-PSR-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 4B • Updated • 17 -
lucaswychan/Qwen3-0.6B-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 0.6B • Updated • 19 -
lucaswychan/Qwen3-0.6B-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 0.6B • Updated • 79 • 1 -
lucaswychan/Qwen3-0.6B-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 0.6B • Updated • 17 -
lucaswychan/Qwen3-0.6B-Base-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 0.6B • Updated • 15 -
lucaswychan/Qwen3-0.6B-Base-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 0.6B • Updated • 34 -
lucaswychan/Qwen3-0.6B-Base-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 0.6B • Updated • 14 -
lucaswychan/Qwen3-4B-PSR-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 4B • Updated • 21 -
lucaswychan/Nemotron-Research-Reasoning-Qwen-1.5B-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 49 -
lucaswychan/Nemotron-Research-Reasoning-Qwen-1.5B-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 64 -
lucaswychan/Nemotron-Research-Reasoning-Qwen-1.5B-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 48 -
lucaswychan/DeepSeek-R1-Distill-Qwen-1.5B-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 53 -
lucaswychan/DeepSeek-R1-Distill-Qwen-1.5B-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 27 -
lucaswychan/DeepSeek-R1-Distill-Qwen-1.5B-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 62 -
lucaswychan/Qwen2.5-Math-1.5B-checkpoint-200-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 53 -
lucaswychan/Qwen2.5-Math-1.5B-checkpoint-400-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 28 -
lucaswychan/Qwen2.5-Math-1.5B-checkpoint-600-Reasoning-Embedding
Sentence Similarity • 2B • Updated • 57 -
lucaswychan/CoT-Hard-Reasoning-Embedding
Viewer • Updated • 32 • 30 -
lucaswychan/CoT-Moderate-Reasoning-Embedding
Viewer • Updated • 510 • 17 -
lucaswychan/CoT-Easy-Reasoning-Embedding
Viewer • Updated • 464 • 22 -
lucaswychan/quora_duplicates-hard-neg-reasoning-embedding
Viewer • Updated • 94.4k • 13 -
lucaswychan/squad-pairs-hard-neg-reasoning-embedding
Viewer • Updated • 84.5k • 11 -
lucaswychan/t2ranking-hard-neg-reasoning-embedding
Viewer • Updated • 90.5k • 29 -
lucaswychan/triviaqa-pairs-hard-neg-reasoning-embedding
Viewer • Updated • 65.5k • 22 -
lucaswychan/allnli-hard-neg-reasoning-embedding
Viewer • Updated • 277k • 20 -
lucaswychan/dureader-hard-neg-reasoning-embedding
Viewer • Updated • 17.5k • 40 -
lucaswychan/fever-hard-neg-reasoning-embedding
Viewer • Updated • 106k • 12 -
lucaswychan/hotpotqa-hard-neg-reasoning-embedding
Viewer • Updated • 168k • 24 -
lucaswychan/mrtydi-reasoning-embedding
Viewer • Updated • 103k • 39 -
lucaswychan/msmarco-triplets-hard-neg-reasoning-embedding
Viewer • Updated • 499k • 26 -
lucaswychan/nq-train-pairs-hard-neg-reasoning-embedding
Viewer • Updated • 97.9k • 16