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reacted to Juanxi's post with 🔥 about 7 hours ago

📢 Awesome Multimodal Modeling We introduce Awesome Multimodal Modeling, a curated repository tracing the architectural evolution of multimodal intelligence—from foundational fusion to native omni-models. 🔹 Taxonomy & Evolution: Traditional Multimodal Learning – Foundational work on representation, fusion, and alignment. Multimodal LLMs (MLLMs) – Architectures connecting vision encoders to LLMs for understanding. Unified Multimodal Models (UMMs) – Models unifying Understanding + Generation via Diffusion, Autoregressive, or Hybrid paradigms. Native Multimodal Models (NMMs) – Models trained from scratch on all modalities; contrasts early vs. late fusion under scaling laws. 💡 Key Distinction: UMMs unify tasks via generation heads; NMMs enforce interleaving through joint pre-training. 🔗 Explore & Contribute: https://github.com/OpenEnvision-Lab/Awesome-Multimodal-Modeling

liked a model about 10 hours ago

MiniMaxAI/MiniMax-M2.7

liked a Space about 23 hours ago

manasha2006/FoodCrisisEnv

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liked a model about 10 hours ago

MiniMaxAI/MiniMax-M2.7

Text Generation • 229B • Updated about 16 hours ago • 873 • • 397

liked a Space about 23 hours ago

FoodCrisisEnv

Food crisis LLM agent benchmark

liked a model 1 day ago

DJLougen/Ornstein-26B-A4B-it-FP8

Image-Text-to-Text • 26B • Updated 2 days ago • 17 • 2

liked a dataset 2 days ago

mishig/autoresearch-optimizer-findings

Updated 2 days ago • 51 • 7

liked a model 2 days ago

tencent/HY-Embodied-0.5

Image-Text-to-Text • 4B • Updated 3 days ago • 582 • 131

liked a Space 2 days ago

Waypoint 1.5 Small

Generate interactive, real‑time explorable worlds from text prompts

liked a dataset 3 days ago

ianncity/KIMI-K2.5-1000000x

Viewer • Updated 6 days ago • 733k • 2.45k • 188

liked 2 models 3 days ago

unsloth/gemma-4-26B-A4B-it-GGUF

Image-Text-to-Text • 25B • Updated 1 day ago • 1.68M • 429

google/gemma-4-26B-A4B

Image-Text-to-Text • 27B • Updated 10 days ago • 60.3k • 204

liked a dataset 3 days ago

ScaleAI/SWE-bench_Pro

Benchmark • Updated Feb 23 • 731 • 559k • 83

liked 4 models 3 days ago

EliasOenal/MiniMax-M2.5-Hybrid-AWQ-W4A16G128-Attn-fp8_e4m3-KV-fp8_e4m3

Text Generation • 34B • Updated Feb 18 • 339 • 16

nvidia/MiniMax-M2.5-NVFP4

Text Generation • 116B • Updated 6 days ago • 39.1k • 25

unsloth/MiniMax-M2.5-GGUF

Text Generation • 229B • Updated Feb 14 • 74.4k • 227

LGAI-EXAONE/EXAONE-4.5-33B

Image-Text-to-Text • 34B • Updated 3 days ago • 3.66k • 113

liked a dataset 4 days ago

SWE-bench/SWE-bench_Verified

Benchmark • Updated Feb 27 • 500 • 141k • 29

liked a Space 4 days ago

Huggingface User Stats

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liked 2 models 5 days ago

unsloth/GLM-5.1-GGUF

Text Generation • 754B • Updated 5 days ago • 25.7k • 122

zai-org/GLM-5.1

Text Generation • 754B • Updated about 14 hours ago • 28.8k • • 1.04k

liked 2 datasets 5 days ago

0xSero/pi-sessions

Traces • Updated 6 days ago • 96 • 195 • 5

badlogicgames/pi-mono

Traces • Updated 6 days ago • 627 • 5.96k • 48