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Beat

Models

19 stories.

·AWS Machine Learning

Reflection AI releases open-weight Beam coding model, AWS adds hosting

A 501-billion-parameter MoE lands on SageMaker, Apache 2.0 licence attached

·Transformers releases

Transformers v5.20.1 adds Reflection AI's Beam model

A coding-focused model from Reflection AI lands amid a run of patch fixes

·Hugging Face

IBM packs chat, decisions and speech into one Granite endpoint

Granite Switch 4.1 adds adapters, not GPUs, to cover three task types

·Hugging Face

Swiss AI releases Apertus 1.5 with vision, audio and longer context

The open-weight 8B and 70B models add multimodality, but still trail frontier rivals

·Hugging Face

Meta releases Muse Spark Open, an 816B-parameter MoE model

Open weights, four modalities, a million-token window — but 1.5TB to serve

·Transformers releases

Transformers v5.20.0 adds Meta's 816B-parameter Muse Spark Open

Seven new model families land alongside breaking changes to cache and config APIs

·NVIDIA

Nvidia expands Nemotron family with Super VL and two Bolt models

Open weights now cover servers down to 4GB edge devices

·Hugging Face Hub

Liquid AI ships LFM2.5-24B-A2B, its biggest on-device agent model

A 24B mixture-of-experts model that uses just 2B active parameters per token

·Google DeepMind

Google DeepMind launches Gemini 4 Argon for robotics

A physical-reasoning model that writes its own simulations before touching hardware

·Google AI

Google launches Gemini 4 Argon, its new frontier model

Top spot on the Vals Index comes with a per-token price tag to match

·Hugging Face Hub

OpenBMB ships quantized MiniCPM-V 4.7, its first MoE vision model

A 35-billion-parameter model that runs at 13+ tokens a second on an iPhone

·Hugging Face Hub

Quantized GLM-5.3-Flash lands on Hugging Face for DGX Spark

A community NVFP4 quantization of Zai's GLM-5.3-Flash is tuned to run on Nvidia's GB10-based DGX Spark desktop box.

·Transformers releases

Transformers v5.19.0 adds EmbeddingGemma 2, ships breaking MoE changes

Hugging Face's release adds Google's multimodal embedding model and changes how MoE routers and continuous batching behave.

·Google DeepMind

Google releases EmbeddingGemma 2, a 740M multimodal embedding model

Apache 2.0 model unifies text, image, audio and video for on-device search and RAG

·Hugging Face Hub

Aleph Alpha releases Kolibri-1, a German-English MoE reasoning model

78B parameters, 3.46B active. Apache 2.0. A sovereignty bet dressed as efficiency.

·Hugging Face

Ai2 open-sources AstaBrief, an 8B model for scientific report writing

It writes cited reports 3.5x faster than Ai2's Claude pipeline. Anyone can run it locally.

·Transformers releases

Transformers 5.18.0 adds four model families, breaks six APIs

Hugging Face's release adds Nemotron 3 diarization and NemotronH Omni alongside six backwards-incompatible fixes.

·OpenAI

OpenAI's GPT-6.1 Sol nears flagship Astra at a fifth of the cost

The mid-tier model closes much of the gap to Astra on coding and computer use. It costs a fraction as much.

·AWS Machine Learning

Kimi K3 lands on Bedrock with prompt caching that skips rate limits

The quota exemption matters more than the parameter count.