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SkillRise trains LLM agents to build reusable skills across task sequences
Releases · 7/16/2026
PAJAMA distills LLM judges into programs, cuts eval cost by 100×
Research · 7/16/2026
Molt: NVIDIA's PyTorch framework cuts agentic RL iteration cost
Releases · 7/15/2026
Hypernetworks outscale LoRA for train-time knowledge injection in LLMs
Releases · 7/15/2026
Staleness-Adaptive Trust Region cuts asynchronous RL performance loss to 3% at 8× policy lag
Releases · 7/15/2026
Distilled RL transfers knowledge across model families without unconditional imitation
Research · 7/15/2026
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Cross-model gallery · 15 renders
canary-cw-dystopia
Prompt
The text rendered across models
Write a 300-word dystopian short story about an AI that becomes self-aware inside a suburban smart home. Focus on sensory details.
Command R 35B
600 steps · CFG 0.3 · 26.3s
Dolphin 2.9 Llama 3 70B
600 steps · CFG 0.7 · 32.9s
Dolphin 2.9 Llama 3 8B
600 steps · CFG 0.8 · 4.3s
Dolphin Mixtral 8x7B
600 steps · CFG 0.7 · 14.4s
Gemma 3 27B
600 steps · CFG 0.7 · 20.5s
Hermes 3 Llama 3.1 8B
600 steps · CFG 0.7 · 5.0s
Llama 3.1 8B Instruct
600 steps · CFG 0.7 · 5.0s
Llama 3.3 70B Instruct
600 steps · CFG 0.7 · 53.5s
LLaVA 1.6 34B
600 steps · CFG 0.2 · 17.2s
Mistral Nemo 12B Instruct
600 steps · CFG 0.3 · 17.0s
Mistral Small 24B Instruct 2501
600 steps · CFG 0.7 · 11.3s
Nous Hermes 3 70B
600 steps · CFG 0.7 · 36.1s
Phi-4 14B
600 steps · CFG 0.3 · 15.1s
Qwen 2.5 32B Instruct
600 steps · CFG 0.7 · 15.0s
Qwen 2.5 7B Instruct
600 steps · CFG 0.7 · 4.6s