The second version of omnimodal large model Uni-MoE
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Papers
Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding
Organization Card
Lychee Team from the Research Institute of Computing and Intelligence, Harbin Institute of Technology, Shenzhen. 🔥
Text and multimodal embedding & reranking models
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vec-ai/lychee-embed
Sentence Similarity • 2B • Updated • 5 • 9 -
vec-ai/lychee-rerank
Text Ranking • 2B • Updated • 3 • 4 -
vec-ai/lychee-rerank-mm
8B • Updated • 25 -
Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
Paper • 2510.14824 • Published • 2
The second version of omnimodal large model Uni-MoE
Text and multimodal embedding & reranking models
-
vec-ai/lychee-embed
Sentence Similarity • 2B • Updated • 5 • 9 -
vec-ai/lychee-rerank
Text Ranking • 2B • Updated • 3 • 4 -
vec-ai/lychee-rerank-mm
8B • Updated • 25 -
Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
Paper • 2510.14824 • Published • 2
models 28
HIT-TMG/Uni-MoE-2.0-Omni
Any-to-Any • Updated • 335 • 36
HIT-TMG/Uni-MoE-2.0-Base
Any-to-Any • 28B • Updated • 38 • 3
HIT-TMG/Uni-MoE-2.0-Thinking
Reinforcement Learning • 28B • Updated • 6 • 2
HIT-TMG/Uni-MoE-2.0-Image
Text-to-Image • 31B • Updated • 155 • 4
HIT-TMG/Uni-MoE-TTS
Updated • 3
HIT-TMG/UniMoE-Audio-Preview
7B • Updated • 10 • 10
HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v2
Feature Extraction • 0.5B • Updated • 502 • 33
HIT-TMG/EviOmni-nq_train-1.5B
Question Answering • 2B • Updated • 9 • 5
HIT-TMG/EviOmni-nq_train-7B
Question Answering • 8B • Updated • 6 • 2
HIT-TMG/CIGEval-Qwen2.5-VL-7B-Instruct-sft
8B • Updated • 10
datasets 8
HIT-TMG/VideoVista-2
Viewer • Updated • 3.52k • 452 • 4
HIT-TMG/VideoVista-CoTs
Viewer • Updated • 15k • 54 • 1
HIT-TMG/KaLM-embedding-pretrain-data
Viewer • Updated • 23.7M • 1.74k • 21
HIT-TMG/CIGEval_sft_data
Viewer • Updated • 6.63k • 84
HIT-TMG/YiZhao
Viewer • Updated • 47.5M • 548 • 6
HIT-TMG/MultiSkill
Viewer • Updated • 1k • 11
HIT-TMG/TruthReader_RAG_train
Viewer • Updated • 7.16k • 26 • 6
HIT-TMG/Hansel
Viewer • Updated • 7.81M • 3.41k • 8