From 391d4a6fa3bdf4fc2755a17ff6e262ea0fad324b Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 30 Oct 2026 06:14:16 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf Source: Original Platform --- .gitattributes | 57 +++++++++++++++++++++++++++ README.md | 77 +++++++++++++++++++++++++++++++++++++ TinyKAI-3B-v0.1.IQ3_M.gguf | 3 ++ TinyKAI-3B-v0.1.IQ3_S.gguf | 3 ++ TinyKAI-3B-v0.1.IQ3_XS.gguf | 3 ++ TinyKAI-3B-v0.1.IQ4_NL.gguf | 3 ++ TinyKAI-3B-v0.1.IQ4_XS.gguf | 3 ++ TinyKAI-3B-v0.1.Q2_K.gguf | 3 ++ TinyKAI-3B-v0.1.Q3_K.gguf | 3 ++ TinyKAI-3B-v0.1.Q3_K_L.gguf | 3 ++ TinyKAI-3B-v0.1.Q3_K_M.gguf | 3 ++ TinyKAI-3B-v0.1.Q3_K_S.gguf | 3 ++ TinyKAI-3B-v0.1.Q4_0.gguf | 3 ++ TinyKAI-3B-v0.1.Q4_1.gguf 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model: https://huggingface.co/Keynote-Technology/TinyKAI-3B-v0.1/ + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [TinyKAI-3B-v0.1.Q2_K.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q2_K.gguf) | Q2_K | 1.84GB | +| [TinyKAI-3B-v0.1.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.IQ3_XS.gguf) | IQ3_XS | 1.84GB | +| [TinyKAI-3B-v0.1.IQ3_S.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.IQ3_S.gguf) | IQ3_S | 1.84GB | +| [TinyKAI-3B-v0.1.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q3_K_S.gguf) | Q3_K_S | 1.84GB | +| [TinyKAI-3B-v0.1.IQ3_M.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.IQ3_M.gguf) | IQ3_M | 1.92GB | +| [TinyKAI-3B-v0.1.Q3_K.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q3_K.gguf) | Q3_K | 1.99GB | +| [TinyKAI-3B-v0.1.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q3_K_M.gguf) | Q3_K_M | 1.99GB | +| [TinyKAI-3B-v0.1.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q3_K_L.gguf) | Q3_K_L | 2.06GB | +| [TinyKAI-3B-v0.1.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.IQ4_XS.gguf) | IQ4_XS | 1.86GB | +| [TinyKAI-3B-v0.1.Q4_0.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q4_0.gguf) | Q4_0 | 1.84GB | +| [TinyKAI-3B-v0.1.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.IQ4_NL.gguf) | IQ4_NL | 1.86GB | +| [TinyKAI-3B-v0.1.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q4_K_S.gguf) | Q4_K_S | 2.24GB | +| [TinyKAI-3B-v0.1.Q4_K.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q4_K.gguf) | Q4_K | 2.4GB | +| [TinyKAI-3B-v0.1.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q4_K_M.gguf) | Q4_K_M | 2.4GB | +| [TinyKAI-3B-v0.1.Q4_1.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q4_1.gguf) | Q4_1 | 2.04GB | +| [TinyKAI-3B-v0.1.Q5_0.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q5_0.gguf) | Q5_0 | 2.23GB | +| [TinyKAI-3B-v0.1.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q5_K_S.gguf) | Q5_K_S | 2.42GB | +| [TinyKAI-3B-v0.1.Q5_K.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q5_K.gguf) | Q5_K | 2.57GB | +| [TinyKAI-3B-v0.1.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q5_K_M.gguf) | Q5_K_M | 2.57GB | +| [TinyKAI-3B-v0.1.Q5_1.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q5_1.gguf) | Q5_1 | 2.42GB | +| [TinyKAI-3B-v0.1.Q6_K.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q6_K.gguf) | Q6_K | 3.39GB | +| [TinyKAI-3B-v0.1.Q8_0.gguf](https://huggingface.co/RichardErkhov/Keynote-Technology_-_TinyKAI-3B-v0.1-gguf/blob/main/TinyKAI-3B-v0.1.Q8_0.gguf) | Q8_0 | 3.39GB | + + + + +Original model description: +--- +license: apache-2.0 +datasets: +- Keynote-Technology/PLANE-2K +- togethercomputer/RedPajama-Data-V2 +tags: +- code +- chatbot +- safetensors +--- +![image/png](https://cdn-uploads.huggingface.co/production/uploads/6500c7c912c1442d994c36e5/rav-pUPtWF-u-_A4k9RaZ.png) + +TinyKAI 3B is a fine-tuned LLM (Large Language Model) based off of [OpenLlama 3B v2](https://huggingface.co/openlm-research/open_llama_3b_v2). +The TinyKAI models are a series of lightweight LLMs under 5 Billion parameters, usually used for research. + +## Direct Use +TinyKAI 3B is optimal for research on large language models, specifically the influence of web data on the properties of large language models (fairness, safety, limitations, capabilities, etc.). + +## Training +This model was trained on a mixture of the [Falcon refined-web dataset](https://huggingface.co/datasets/tiiuae/falcon-refinedweb), the [StarCoder dataset](https://huggingface.co/datasets/bigcode/starcoderdata) and the wikipedia, arxiv, book and stackexchange part of the [RedPajama dataset](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T). + +## Banned Use +Production use without adequate assessment of risks and mitigation; any use cases which may be considered irresponsible or harmful or insulting to anyone or any certain group. +TinyKAI-3B is governed by the [apache 2.0 liscense](https://choosealicense.com/licenses/apache-2.0/), and therefore means that whatever the license deems unacceptable shall not be allowed. We specificaly ban the use of [ANY AND ALL KAI MODELS](https://huggingface.co/collections/Keynote-Technology/kai-large-language-models) for hate speech towards a paricular thing, person, our particular group due to [legal](https://www.ftc.gov/news-events/news/press-releases/2022/06/ftc-report-warns-about-using-artificial-intelligence-combat-online-problems) and ethical issues. + +## Limitations +TinyKAI 3B is trained on English data only, and will not generate appropriately reasonable content in other languages. 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