AAJ007/kiyotaka-ayanokoji-56m

AI model by AAJ007

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A 10-layer, 640-wide decoder-only transformer trained from random initialisation on a single 6 GB RTX 4050 laptop GPU. No pretrained weights, no fine-tuning of an existing model: the architecture, BPE tokenizer, pretraining corpus and SFT data were built for this project. (domain) → character chat SFT Held-out character eval (60 prompts, local Qwen2.5-1.5B judge, 1–5): fidelity 3.07, coherence 3.27; with optional retrieval memory 3.02 / 3.35. Single-stream GPU decode: 277 tok/s; CPU int8: 322 tok/s at 20 MB. Training…

AAJ007/kiyotaka-ayanokoji-56m on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-29T03:29:47.640Z

Inside the original model card — Document outline
  1. Kiyotaka Ayanokoji — 28M character LLM (from scratch)
  2. Usage
  3. Evaluation
  4. Data & licence

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Model overview

AAJ007/kiyotaka-ayanokoji-56m is a task-unspecified model repository published by AAJ007 on Hugging Face. The source reports the pytorch library.

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Model facts

Task
Not reported
Library
pytorch
Recent downloads (30 days)
0
Cumulative likes
1
Hugging Face trending score
1
Reported safetensors parameters
57,193,600
Architecture
KiyotakaForCausalLM
License
other
Access
Not gated by Hugging Face
Created
2026-10-20T06:25:38.000Z
Last modified
2026-10-20T06:30:56.000Z

Compatibility and lineage

Language coverage was not reported.

Base-model lineage was not included.

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Model card and usage instructions

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Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-10-20T06:43:37.702Z. Daily imports are snapshots, not real-time monitoring.

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