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LoopCoder-V2 is a 7B instruction-tuned code model built on the Parallel Loop Transformer (PLT), demonstrating non-monotonic test-time scaling with two loops providing the best gain-cost trade-off and significant improvements over baselines on code generation and reasoning benchmarks.
BlinkDL announces RWKV-7 G1g, a pure RNN LLM that claims to be the best in its class and competitive with general LLMs, with high-speed inference on a single RTX 5090.
A developer shares progress on training a 7B parameter open source LLM from scratch using a DeepSeek architecture optimized for low VRAM, with the goal of democratizing AI development and eventually surpassing large proprietary models.