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README.md
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This model was converted to GGUF format from [`SakanaAI/TAID-LLM-1.5B`](https://huggingface.co/SakanaAI/TAID-LLM-1.5B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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Refer to the [original model card](https://huggingface.co/SakanaAI/TAID-LLM-1.5B) for more details on the model.
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## Use with llama.cpp
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Install llama.cpp through brew (works on Mac and Linux)
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This model was converted to GGUF format from [`SakanaAI/TAID-LLM-1.5B`](https://huggingface.co/SakanaAI/TAID-LLM-1.5B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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Refer to the [original model card](https://huggingface.co/SakanaAI/TAID-LLM-1.5B) for more details on the model.
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---
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TAID-LLM-1.5B is an English language model created
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through TAID (Temporally Adaptive Interpolated Distillation), our new
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knowledge distillation method.
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We used Qwen2-72B-Instruct as the teacher model and Qwen2-1.5B-Instruct as the student model.
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Model Details
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Developed by: Sakana AI
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Model type: Autoregressive Language Model
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Language(s): English
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License: Apache License, Version 2.0
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Paper: https://arxiv.org/abs/2501.16937
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Blog: https://sakana.ai/taid/
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Uses
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This model is provided for research and development purposes only and
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should be considered as an experimental prototype.
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It is not intended for commercial use or deployment in mission-critical
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environments.
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Use of this model is at the user's own risk, and its performance and
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outcomes are not guaranteed.
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Sakana AI shall not be liable for any direct, indirect, special,
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incidental, or consequential damages, or any loss arising from the use
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of this model, regardless of the results obtained.
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Users must fully understand the risks associated with the use of this
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model and use it at their own discretion.
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Acknowledgement
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We would like to thank the developers of the source models for their contributions and for making their work available.
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This model is based on results obtained from a project, JPNP20017,
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subsidized by the New Energy and Industrial Technology Development
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Organization (NEDO).
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Citation
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@misc{sakana2025taid,
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title = {TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models},
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author. = {Makoto Shing and Kou Misaki and Han Bao and Sho Yokoi and Takuya Akiba},
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year = {2025},
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eprint = {2501.16937},
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archivePrefix = {arXiv},
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primaryClass = {cs.LG},
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url = {https://arxiv.org/abs/2501.16937}
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---
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## Use with llama.cpp
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Install llama.cpp through brew (works on Mac and Linux)
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