commit b36ae8ae1844d89d2f1615e2990b9d6269f4fa0e Author: ModelHub XC Date: Fri Jun 19 04:16:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/next2-fast-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4683866 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +next2-fast.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +next2-fast.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b2a88e4 --- /dev/null +++ b/README.md @@ -0,0 +1,131 @@ +--- +base_model: thelamapi/next2-fast +datasets: +- mlabonne/FineTome-100k +- ITCL/FineTomeOs +- Gryphe/ChatGPT-4o-Writing-Prompts +- dongguanting/ARPO-SFT-54K +- OpenSPG/KAG-Thinker-training-dataset +- uclanlp/Brief-Pro +- CognitiveKernel/CognitiveKernel-Pro-SFT +- QuixiAI/dolphin-r1 +language: +- en +- tr +- de +- fr +- es +- it +- pt +- ru +- zh +- ja +- ko +- hi +- ar +- nl +- pl +- uk +- vi +- th +- id +- cs +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- global-ai +- multilingual +- vision-language-model +- multimodal +- lamapi +- next-2-fast +- next-series +- 4b +- efficient +- gemma-3 +- transformer +- text-generation +- reasoning +- artificial-intelligence +- nlp +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/thelamapi/next2-fast + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#next2-fast-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/next2-fast-GGUF + +**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/next2-fast-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/next2-fast-i1-GGUF/resolve/main/next2-fast.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ1_S.gguf) | i1-IQ1_S | 1.2 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ1_M.gguf) | i1-IQ1_M | 1.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ2_S.gguf) | i1-IQ2_S | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ2_M.gguf) | i1-IQ2_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.7 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q2_K.gguf) | i1-Q2_K | 1.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ3_S.gguf) | i1-IQ3_S | 2.0 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.0 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ3_M.gguf) | i1-IQ3_M | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.3 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q4_0.gguf) | i1-Q4_0 | 2.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.5 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q4_1.gguf) | i1-Q4_1 | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/next2-fast-i1-GGUF/resolve/main/next2-fast.i1-Q6_K.gguf) | i1-Q6_K | 3.3 | practically like static Q6_K | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/next2-fast.i1-IQ1_M.gguf b/next2-fast.i1-IQ1_M.gguf new file mode 100644 index 0000000..2baf7ae --- /dev/null +++ b/next2-fast.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:733fac2ff56bb1585c2403fb80fecf8ae09de7dc838bfe62d1f5176608b32f1e +size 1199573536 diff --git a/next2-fast.i1-IQ1_S.gguf b/next2-fast.i1-IQ1_S.gguf new file mode 100644 index 0000000..71346bb --- /dev/null +++ b/next2-fast.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:abced941878753d626d9cdd462985974a864cd5535faa1417a58b02517028c0a +size 1133095456 diff --git a/next2-fast.i1-IQ2_M.gguf b/next2-fast.i1-IQ2_M.gguf new file mode 100644 index 0000000..58e2a21 --- /dev/null +++ b/next2-fast.i1-IQ2_M.gguf 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