WorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting
Paper • 2607.18084 • Published • 4
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Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction
RIVER: A Real-Time Interaction Benchmark for Video LLMs
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ganlinyang
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We trained an open-source Mythos like cybersecurity LLM for the Build Small Hackathon meet OpenMythos
Trained in two stages: SFT on ~1.84K filtered ArXiv cs.CR papers + real CVE data, then RLVR using paired with past vulnerabilities GitHub repos with a verifier model checking outputs against ground truth.
Trained on: H100s from Modal
The RLVR stage made the biggest difference responses got more precise and less prone to confusing similar vulnerability classes.
Everything is open:
🤖 Demo → build-small-hackathon/OpenMythos
🧠 Model → build-small-hackathon/OpenMythos
📦 CVE Dataset → build-small-hackathon/CVE_Vulnerailities_Detailed
📄 ArXiv Dataset → himanshu17HF/ArvixImport-Filtered-Final
Try it out and let us know where it breaks 🙏
Trained in two stages: SFT on ~1.84K filtered ArXiv cs.CR papers + real CVE data, then RLVR using paired with past vulnerabilities GitHub repos with a verifier model checking outputs against ground truth.
Trained on: H100s from Modal
The RLVR stage made the biggest difference responses got more precise and less prone to confusing similar vulnerability classes.
Everything is open:
🤖 Demo → build-small-hackathon/OpenMythos
🧠 Model → build-small-hackathon/OpenMythos
📦 CVE Dataset → build-small-hackathon/CVE_Vulnerailities_Detailed
📄 ArXiv Dataset → himanshu17HF/ArvixImport-Filtered-Final
Try it out and let us know where it breaks 🙏
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qishisuren
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linghan199
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Fix remaining Transformers v5 crash: guard llm_config and to_dict() for None (follow-up to `e980c02`)
#13 opened about 2 months ago
by 
KBayoud
Fix KeyError in __init__ when vision_config is empty (Transformers v5 compatibility)
#12 opened about 2 months ago
by KBayoud
Eurayka
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heroding77
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Kaining
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yuezhengrong
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yuezhengrong
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MUSES: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration
Paper • 2408.10605 • Published • 2
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning
Paper • 2410.19702 • Published • 2
VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning
Paper • 2506.06097 • Published • 1