vision-language models
3 articles tagged with vision-language models
Stanford, Caltech Researchers Wire GPT-6 Astra Directly Into a Robot to Clean an Unfamiliar Kitchen
Researchers built HomeBody, a system that connects GPT-6 Astra directly to a Unitree G1 robot's skill library, letting it explore, map, and tidy an unfamiliar kitchen without a trained control layer in between. The team reports latency, overheating servos, and compute cost as current limitations.
Qwen and LiquidAI Quietly Push New Model Weights to Hugging Face: Qwen3.8-27B, Qwen3.8-27B-FP8, and LFM2.5-VL-3B
Hugging Face repositories for Qwen3.8-27B, a matching FP8 quantized build, and LiquidAI's LFM2.5-VL-3B surfaced within the same news cycle. Neither Alibaba's Qwen team nor LiquidAI has published accompanying benchmarks, pricing, or technical reports as of this writing.
Mistral AI fine-tunes Pixtral-12B on satellite imagery, boosting classification accuracy from 56% to 91%
Mistral AI reports that fine-tuning its Pixtral-12B vision model on satellite imagery increased classification accuracy from 56% to 91% on the Aerial Image Dataset. The company used LoRA (Low-Rank Adaptation) to train on 8,000 samples for under $10, reducing hallucinations from 5% to 0.1%.