Keenable AI open-sources NEEDLE, a live benchmark that rebuilds search queries hourly and scores 15 APIs for agents.
Google releases TimesFM-3, a 330M parameter zero-shot foundation model for multivariate time series forecasting in one ...
Benchmarking the lowest-latency inference APIs for voice agents: measured TTFT, time to first audio, and full-pipeline ...
Google introduces EnvHarness, a programmable layer that reshapes static LLM agent environments without modifying their code.
Google has released Gemini Omni 1.1 Flash (gemini-omni-1.1-flash), a production update to its native multimodal video generation and editing model. The release moves Omni from a capable generator to a ...
init() acquires an adapter and device and returns a single Gpu handle. Everything else hangs off it. The browser quick start in the README is four lines: Copy CodeCopiedUse a different Browser const ...
Parse is a 2.3B-parameter vision language model built on Cohere Labs’ North-Micro-Vision-Instruct architecture, with an 8,192-token context window and a ~4.6GB footprint. It accepts PDF, PPT and JPEG ...
Every agent that writes code needs somewhere to run it. That “somewhere” is now a product category with at least a dozen vendors, four incompatible billing models, and marketing pages that quote cold ...
Yes, but API-only. There are no open weights and no self-hosted path. This is a managed-service decision, not an infrastructure one. The constraints are real. Live sessions cap at 10 minutes of ...
The model serves through vLLM, SGLang, TokenSpeed, transformers serve, and llama.cpp for GGUF quants. Fine-tuning is supported via Unsloth, Swift, and LLaMA-Factory. It already powers the “Standard” ...
Training and serving frontier models is now a networking problem as much as a compute problem. Collective operations like all-reduce and all-to-all synchronize thousands of accelerators during ...
Meet FreeToken: An Edge-Native MoE Serving Engine that Runs 753B GLM-5.2 on a Single Workstation GPU
Yes, FreeToken is Apache-2.0 on GitHub, published on PyPI as freetoken v0.1.2 (uv pip install "freetoken[accel]"), and shipped as a one-click desktop app for Windows and Linux at flashml.ai. The CLI ...
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