From ad069fc0b46bc92aaba6051c377c3ff946c73eb4 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 1 Jun 2026 12:25:15 +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: mradermacher/next-270m-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++ README.md | 135 ++++++++++++++++++++++++++++++++++++++++++ next-270m.IQ4_XS.gguf | 3 + next-270m.Q2_K.gguf | 3 + next-270m.Q3_K_L.gguf | 3 + next-270m.Q3_K_M.gguf | 3 + next-270m.Q3_K_S.gguf | 3 + next-270m.Q4_K_M.gguf | 3 + next-270m.Q4_K_S.gguf | 3 + next-270m.Q5_K_M.gguf | 3 + next-270m.Q5_K_S.gguf | 3 + next-270m.Q6_K.gguf | 3 + next-270m.Q8_0.gguf | 3 + next-270m.f16.gguf | 3 + 14 files changed, 218 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 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+base_model: thelamapi/next-270m +datasets: +- mlabonne/FineTome-100k +- ITCL/FineTomeOs +- Gryphe/ChatGPT-4o-Writing-Prompts +- dongguanting/ARPO-SFT-54K +- GreenerPastures/All-Your-Base-Full +- Gryphe/Opus-WritingPrompts +- HuggingFaceH4/MATH-500 +- mlabonne/smoltalk-flat +- mlabonne/natural_reasoning-formatted +- OpenSPG/KAG-Thinker-training-dataset +- uclanlp/Brief-Pro +- CognitiveKernel/CognitiveKernel-Pro-SFT +- SuperbEmphasis/Claude-4.0-DeepSeek-R1-RP-SFWish +- QuixiAI/dolphin-r1 +- mlabonne/lmsys-arena-human-sft-55k +language: tr +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- turkish +- türkiye +- english +- ai +- lamapi +- gemma3 +- next +- next-x1 +- efficient +- text-generation +- open-source +- 1b +- 270m +- finetune +- gguf +- huggingface +- large-language-model +- llm +- causal +- transformer +- artificial-intelligence +- machine-learning +- ai-research +- natural-language-processing +- nlp +- finetuned +- lightweight +- creative +- summarization +- question-answering +- chat-model +- generative-ai +- optimized-model +- unsloth +- trl +- sft +- chemistry +- biology +- finance +- legal +- music +- art +- code +- climate +- medical +- agent +- text-generation-inference +--- +## About + + + + + + + + + +static quants of https://huggingface.co/thelamapi/next-270m + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#next-270m-GGUF).*** + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q3_K_S.gguf) | Q3_K_S | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q2_K.gguf) | Q2_K | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.IQ4_XS.gguf) | IQ4_XS | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q3_K_M.gguf) | Q3_K_M | 0.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q3_K_L.gguf) | Q3_K_L | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q4_K_S.gguf) | Q4_K_S | 0.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q4_K_M.gguf) | Q4_K_M | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q5_K_S.gguf) | Q5_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q5_K_M.gguf) | Q5_K_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q6_K.gguf) | Q6_K | 0.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.Q8_0.gguf) | Q8_0 | 0.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/next-270m-GGUF/resolve/main/next-270m.f16.gguf) | f16 | 0.6 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + + diff --git a/next-270m.IQ4_XS.gguf b/next-270m.IQ4_XS.gguf new file mode 100644 index 0000000..462739c --- /dev/null +++ b/next-270m.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71bd4407bd9c1257717cd42f3499cb80226590974b75266e5b49eb7b8dd25322 +size 241271648 diff --git a/next-270m.Q2_K.gguf b/next-270m.Q2_K.gguf new file mode 100644 index 0000000..1c31106 --- /dev/null +++ b/next-270m.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98c0bc3f47ad886db2ce2add5b4c725ea8f0abe3fbd137a5268ba59d2e3fd344 +size 237083488 diff --git a/next-270m.Q3_K_L.gguf b/next-270m.Q3_K_L.gguf new file mode 100644 index 0000000..5125151 --- /dev/null +++ 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