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fine-tuning
8 postsLoRA Speedrun: A Public Wall-Clock Leaderboard for Fine-Tuning
LoRA Speedrun is a public, verified wall-clock leaderboard for LoRA fine-tuning techniques on Qwen2.5-1.5B and GSM8K, run on a single L40S GPU.
Audit Finds Community LLM Fine-Tunes Often Perform Worse, Not Better
A contamination-controlled study of 150 HuggingFace fine-tune pairs finds most community fine-tunes score worse, not better, on never-seen benchmark items.
Fine-Tuning Qwen2-VL on AMD MI300X: The ROCm Pitfalls Docs Skip
A development log on fine-tuning Qwen2-VL for blockchain graph classification on AMD MI300X, detailing real ROCm setup and debugging friction.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comFine-Tuned LFM2.5 Powers a Tool-Calling Agent Entirely in the Browser
A fine-tuned LiquidAI LFM2.5 model runs a tool-calling agent fully client-side in the browser - no server, no API key, zero cloud cost.
Stop Fine-Tuning Everything: A Framework for Model Adaptation
A decision framework for choosing between prompt engineering, RAG, fine-tuning, and domain pre-training when adapting foundation models.
nebius-actions: Fine-Tune and Deploy LLMs via GitHub Actions on Nebius
nebius-actions is a GitHub Actions toolkit for fine-tuning and deploying LLMs end-to-end on Nebius GPU infrastructure using Axolotl and vLLM.
When Fine-Tuning Stalls: The Architecture That Took Recall to 92%
A healthcare claims AI stuck at 45% recall on CPT/ICD coding reached 92% by adding a deterministic NCCI validation layer instead of more fine-tuning.
Final Token Preference Optimization Tackles Reasoning Model Doom Loops
Antidoom uses Final Token Preference Optimization to fix repetitive doom loops in reasoning models, cutting loop rates sharply in LFM2.5 and Qwen3.5 without broad model degradation.