From 410686602bedd634c1eeb89f4b1713201ec4cc15 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 13 Jun 2026 07:50:16 +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: mradermacher/next-12b-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++ README.md | 191 ++++++++++++++++++++++++++++++++++++++ next-12b.IQ4_XS.gguf | 3 + next-12b.Q2_K.gguf | 3 + next-12b.Q3_K_L.gguf | 3 + next-12b.Q3_K_M.gguf | 3 + next-12b.Q3_K_S.gguf | 3 + next-12b.Q4_K_M.gguf | 3 + next-12b.Q4_K_S.gguf | 3 + next-12b.Q5_K_M.gguf | 3 + next-12b.Q5_K_S.gguf | 3 + next-12b.Q6_K.gguf | 3 + next-12b.Q8_0.gguf | 3 + next-12b.mmproj-Q8_0.gguf | 3 + next-12b.mmproj-f16.gguf | 3 + 15 files changed, 278 insertions(+) create mode 100644 .gitattributes create mode 100644 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--git a/README.md b/README.md new file mode 100644 index 0000000..be74739 --- /dev/null +++ b/README.md @@ -0,0 +1,191 @@ +--- +base_model: thelamapi/next-12b +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 +- en +- de +- ka +- el +- ku +- es +- sl +- sk +- af +- da +- nl +- fa +- fi +- fr +- ga +- hi +- hu +- hy +- ja +- kg +- kk +- ko +- ky +- la +- lb +- id +- it +- is +- za +- zh +- zu +- cs +- vi +- be +- bg +- bs +- ne +- mn +- rm +- ro +- ru +- te +- th +- tk +- tt +- uk +- uz +- ug +- pl +- pt +- no +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 +- 12b +- huggingface +- large-language-model +- llm +- causal +- transformer +- artificial-intelligence +- machine-learning +- ai-research +- natural-language-processing +- language +- multilingual +- multimodal +- nlp +- finetuned +- lightweight +- creative +- summarization +- question-answering +- chat +- generative-ai +- optimized +- unsloth +- trl +- sft +- chemistry +- code +- biology +- finance +- legal +- music +- art +- state-of-the-art +- climate +- medical +- agent +- text-generation-inference +- merge +- dense +--- +## About + + + + + + + + + +static quants of https://huggingface.co/thelamapi/next-12b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#next-12b-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/next-12b-i1-GGUF +## 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-12b-GGUF/resolve/main/next-12b.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.7 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.mmproj-f16.gguf) | mmproj-f16 | 1.0 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q2_K.gguf) | Q2_K | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q3_K_S.gguf) | Q3_K_S | 5.6 | | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q3_K_M.gguf) | Q3_K_M | 6.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q3_K_L.gguf) | Q3_K_L | 6.6 | | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.IQ4_XS.gguf) | IQ4_XS | 6.7 | | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q4_K_S.gguf) | Q4_K_S | 7.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q4_K_M.gguf) | Q4_K_M | 7.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q5_K_S.gguf) | Q5_K_S | 8.3 | | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q5_K_M.gguf) | Q5_K_M | 8.5 | | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q6_K.gguf) | Q6_K | 9.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/next-12b-GGUF/resolve/main/next-12b.Q8_0.gguf) | Q8_0 | 12.6 | fast, best quality | + +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-12b.IQ4_XS.gguf b/next-12b.IQ4_XS.gguf new file mode 100644 index 0000000..d0678f0 --- /dev/null +++ b/next-12b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7d46eeef644a284cd7e04ec22c224327a639cde3e84fb0039ba3943734e8d7b +size 6606265504 diff --git a/next-12b.Q2_K.gguf b/next-12b.Q2_K.gguf new file mode 100644 index 0000000..a5311ba --- /dev/null +++ b/next-12b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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