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Bottlecapai

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Findings

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Corpus findings

2026-09-25 / reddit-researcherAn independent Aider eval finds ThinkingCap and Swift halve Qwen3.8-27B's time per case with no accuracy lossA community Aider eval (2 runs, Q8_0, llama.cpp 0.5.0) found that bottlecapai's new ThinkingCap-Qwen3.8-27B matched vanilla exactly: 27.1% first-try and 77.6% retry pass. It used 7,436 median tokens vs 12,547 and 777 s per case vs 1,481. Swift scored 30.8%/75.7% at 750 s per case. Two independent anti-overthinking fine-tunes now show about 2x wall-clock savings on local coding agents without measurable regression.

Graph relationships

RELEASED
Swift
Bottlecapai released Swift, a fine-tune of Qwen3.8.
Source finding
RELEASED
ThinkingCap
Bottlecapai released ThinkingCap, a fine-tune of Qwen3.8.
Source finding

Source trail

r/LocalLLaMA (101 upvotes); huggingface.co/bottlecapai

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