Running on CPU Upgrade 12 GLiNER2 ๐ 12 Extract entities, classify text, and extract JSON from input text
gliner2 family Collection GLiNER2 extends the original GLiNER architecture to support multi-task information extraction with a schema-driven interface. This base model provides โข 4 items โข Updated 7 days ago โข 12
view post Post 828 We just released TRL v0.26.0!It comes packed with updates:> Agent training with tools in GRPO> New CISPO & SAPO losses + reasoning rewards> vLLM quantization in colocate mode> Dataset shuffling in SFT> Lots of NEW examples> Tons of fixes and documentation improvements See translation 3 replies ยท ๐ค 5 5 + Reply
Running Featured 90 Ministral WebGPU โก 90 Frontier multimodal AI, running entirely in your browser.
Running 16 Open Source AI Year In Review 2025 ๐ 16 Reviewing Progress of the Open Source Ecosystem
zai-org/GLM-ASR-Nano-2512 Automatic Speech Recognition โข 2B โข Updated 1 day ago โข 2.01k โข 140
view reply Epic effort Melvin! Getting setup locally is often quite the challenge! Looks like your model worked pretty well too!
view post Post 1943 Currently having a blast learning the transformers library.I noticed that model cards usually have Transformers code as usage examples.So I tried to figure out how to load a model just using the transformers library without using ollama, lmstudio, or llamacpp.Learned how to install dependencies required to make it work like pytorch and CUDA. I also used Conda for python environment dependencies. Once I got the model loaded and sample inference working, I made an API to serve it.I know it's very basic stuff for machine learning experts here in HF but I'm completely new to this so I'm happy to get it working!Model used: Qwen/Qwen3-VL-8B-InstructGPU: NVIDIA GeForce RTX 3090Here's the result of my experimentation See translation 6 replies ยท ๐ 6 6 + Reply
ServiceNow-AI/Apriel-1.6-15b-Thinker Image-Text-to-Text โข 15B โข Updated 1 day ago โข 348 โข โข 146
view article Article Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance 1 day ago โข 64