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GitHub - 0arch-io/kisoku: Kisoku 1.6B: a from-scratch language model trained solo on a TPU grant. Weights, code, evals and report.

📌 One-Sentence Summary Kisoku 1.6B 是由单个研究人员使用 TPU v4-32 从头开始预训练的语言模型,其性能与 Meta 的 Llama 3.2 1B 相当,而训练数据量却少了非常多。该项目包括聊天微调、长期扩展,以及涵盖训练过程、污染审核和成本分析的详细技术报告。 📝 Summary 该仓库包含 Kisoku 1.6B 的资源,这是一个由 Joseph Rod

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GitHub - 0arch-io/kisoku: Kisoku 1.6B: a from-scratch language model trained solo on a TPU grant. Weights, code, evals and report.

Kisoku 1.6B is a language model pretrained from scratch by a single researcher on a TPU v4-32, achieving performance comparable to Meta's Llama 3.2 1B with significantly less training data. The project includes a chat fine-tune, long-context extensions, and a detailed technical report covering the training process, contamination audit, and cost analysis.