Forks expose upstream dependencies and research-adjacent tooling before they show up in polished launch posts. They are a quiet signal for infra, eval, agent, and model-adjacent work.
Nous Research leads this loaded window with 49 signals. The most repeated upstream dependency is vllm-project/vllm. Latest signal: Sarvam AI - sarvamai/sglang - forked from sgl-project/sglang.
Nous Research is executing a decisive pivot from open-weight model publisher to integrated agent platform company. Throughout mid-2026, the overwhelming majority of engineering velocity has…
NousResearch/image-size
forked from getitcheappro/image-size-patched
Arcee AI is pivoting from an adapter/fine-tune shop into a vertically integrated, US-based open-weight lab. The evidence shows it now trains frontier-scale sparse Mixture-of-Experts models…
arcee-ai/ansible-slurm
forked from galaxyproject/ansible-slurm
Sarvam AI is executing a three-horizon transition from sovereign AI R&D lab to full-stack platform company competing globally. The evidence pack captures this inflection: a unicorn-level…
sarvamai/sglang
forked from sgl-project/sglang
Upstage is executing a platform consolidation play, moving from a pure models-and-APIs company toward an integrated AI stack combining proprietary Solar LLMs, acquired portal (Daum) assets,…
UpstageAI/sonic-moe
forked from Dao-AILab/sonic-moe
AI21 Labs is repositioning from a pure foundation-model vendor toward an agent-orchestration and inference-optimization platform. The clearest signal is operational: the company cut…
AI21Labs/pre-commit-hook-yamlfmt
forked from jumanjihouse/pre-commit-hook-yamlfmt
Reka is evolving from a multimodal model builder into a physical-AI company. The evidence shows a lab that ships compact, deployment-flexible vision-language models (Flash at 21B, Edge at…
reka-ai/insert-anything
forked from song-wensong/insert-anything
Meituan's LongCat lab has executed one of the fastest documented progressions from modest open-source releases to a 1.6-trillion-parameter, near-frontier agentic coding model — trained…
meituan-longcat/mscclpp
forked from microsoft/mscclpp
InclusionAI (Ant Group's AI research division ) is executing a full-stack, open-weight agent strategy rather than a single-model program. It ships frontier-scale Mixture-of-Experts and…
inclusionAI/vllm
forked from vllm-project/vllm
StepFun is a Shanghai-based frontier AI lab executing an unusually broad multimodal strategy—spanning video generation, real-time voice, image editing, 3D asset generation, formal…
stepfun-ai/llama.cpp
forked from ggml-org/llama.cpp
OpenBMB is executing a multi-vector strategy that spans on-device foundation models, embodied AI (VLA robotics), enterprise agent platforms (StaffDeck/PilotDeck), data refinement tooling…
OpenBMB/EdgeClaw
forked from openclaw/openclaw
XiaomiMiMo is executing a full-stack, open-source AI strategy that spans text reasoning, vision, audio, embodied AI, and coding agents — with an accelerating pivot toward the Agent era in…
XiaomiMiMo/lmms-eval
forked from EvolvingLMMs-Lab/lmms-eval
IBM's Granite program is building an open-weights, enterprise-first stack — dense, decoder-only reasoning LLMs plus speech, vision, time-series, and safety models — and distributing it…
No recent topic signal.
Inception Labs is building a new model category — diffusion LLMs (dLLMs) — and betting that raw generation speed, not peak reasoning depth, is the binding constraint for production AI. Its…
No recent topic signal.
LG AI Research is executing a dual-track strategy: advancing frontier-scale foundation models under Korea's sovereign AI program while simultaneously building a portfolio of…
No recent topic signal.