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Autoresearch

Showing 3 of 19 posts tagged Autoresearch

All19 AI Safety Alignment Autoresearch Continual Learning ICML Image Generation Inference Interpretability Multi-Agent Systems Multilingual Pre-Training RL SFT Small Models Sparse Autoencoders

Hybrid Token-Efficient Routing Agent

How I built TOKENMAN for AMD Developer Hackathon ACT II: a deterministic, local-model, and Fireworks routing agent that climbed…

July 22, 2026

[ICML ’26 Effort] Efficient Qwen: Making Qwen3.5-4B Faster on a Single A10G

My ICML 2026 AdaptFM effort to optimize Qwen3.5-4B for low-latency inference on a single NVIDIA A10G through 100+ runtime…

June 30, 2026

Parameter Golf: My OpenAI Model Craft Experiment

I didn't come close to the Parameter Golf leaderboard, but I still had a lot of fun running scattered H100 experiments on Modal…

May 4, 2026

July 22, 2026reads

Hybrid Token-Efficient Routing Agent

How I built TOKENMAN for AMD Developer Hackathon ACT II: a deterministic, local-model, and Fireworks routing agent that climbed from 6,101 counted tokens to zero.

June 30, 2026reads

[ICML ’26 Effort] Efficient Qwen: Making Qwen3.5-4B Faster on a Single A10G

My ICML 2026 AdaptFM effort to optimize Qwen3.5-4B for low-latency inference on a single NVIDIA A10G through 100+ runtime, compiler, and quantization experiments.

May 4, 2026reads

Parameter Golf: My OpenAI Model Craft Experiment

I didn't come close to the Parameter Golf leaderboard, but I still had a lot of fun running scattered H100 experiments on Modal, hunting tiny BPB improvements while watching ideas collapse against artifact size limits, and figuring out the hard way why squeezing a capable model into 16 MB is trickier than it sounds.