NL2Repo

DeepSeek shipped the public beta of V4 Flash on July 31 with no architecture changes — same 284B MoE, 1M-token context — but a retraining-only round boosted Terminal Bench 25.8 points to 82.7, Toolath…

Ornith-1.0, a family of open-source LLMs specialized for agentic coding, achieves state-of-the-art performance on multiple coding benchmarks including SWE-Bench and Terminal-Bench. The models range fr…