📡 AINEWS RADAR 2026-10-11 18:00 UTC

small-model-training

band: hotmomentum: stable score: 0.513

temperature history

Episodes (4)

Aven-1 creator neurovance claims the released repository implements a 20M-parameter LLM from scratch including PPO-based RLHF, potentially providing builders a small-scale reference for the full training pipeline.

expirednovelscott: low

TTSLibre creator FranciscoCarlos claims the released project lets builders train a custom tiny text-to-speech model from scratch overnight on consumer hardware, potentially lowering the infrastructure barrier to custom speech synthesis.

expiredconvergesscott: medium

tamewild claims its released PCSS recipe fine-tunes Qwen3-4B Base on 100 zebra puzzles in roughly 6.5 GPU minutes to reach 85.26% on the full MATH benchmark, a reported 31.16-point gain that could make substantial small-model reasoning improvements unusually cheap.

seedconvergesscott: low

Volotat claims mini-AGI's disk-paged, dynamically growing model trains from a batch-1 stream on an 8GB GPU while a reduced trunk learning rate sharply limits measured forgetting, potentially enabling consumer-hardware continual-learning experiments without a frozen pretrained base.

watchingnovelscott: low

Trajectory notes

2026-09-11T10:29:03Z: ttslibre-overnight-custom-training closed (faded) — TTSLibre’s claimed consumer-hardware training path converges with Scott’s local speech experimentation in audio and gamepc, potentially extending his options from running existing speech models to training a custom tiny TTS mo
2026-09-10T18:00:33Z: aven-small-llm-ppo-training closed (faded) — Scott’s Snake DQN lab establishes an interest in inspectable, hands-on reinforcement-learning experiments, but the hits establish no PPO/RLHF project or claim that Aven-1 would affect; this is a possible learning reference, not a dem