commit 07a8f53d64cdc5c1da2d89956a9d45ce1a078906 Author: ModelHub XC Date: Mon Jun 15 07:38:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/gemma-3n-E4B-it-less-heretic-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..515bb1e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.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 +gemma-3n-E4B-it-less-heretic.f16.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-3n-E4B-it-less-heretic.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..67224bd --- /dev/null +++ b/README.md @@ -0,0 +1,82 @@ +--- +base_model: MuXodious/gemma-3n-E4B-it-less-heretic +extra_gated_button_content: Acknowledge license +extra_gated_heading: Access Gemma on Hugging Face +extra_gated_prompt: To access Gemma on Hugging Face, you’re required to review and + agree to Google’s usage license. To do this, please ensure you’re logged in to Hugging + Face and click below. Requests are processed immediately. +language: +- en +library_name: transformers +license: gemma +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- automatic-speech-recognition +- automatic-speech-translation +- audio-text-to-text +- video-text-to-text +--- +## About + + + + + + + + + +static quants of https://huggingface.co/MuXodious/gemma-3n-E4B-it-less-heretic + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#gemma-3n-E4B-it-less-heretic-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-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/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q2_K.gguf) | Q2_K | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q3_K_S.gguf) | Q3_K_S | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q3_K_M.gguf) | Q3_K_M | 3.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q3_K_L.gguf) | Q3_K_L | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q4_K_M.gguf) | Q4_K_M | 4.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q5_K_S.gguf) | Q5_K_S | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q5_K_M.gguf) | Q5_K_M | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q6_K.gguf) | Q6_K | 5.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.Q8_0.gguf) | Q8_0 | 7.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/gemma-3n-E4B-it-less-heretic-GGUF/resolve/main/gemma-3n-E4B-it-less-heretic.f16.gguf) | f16 | 13.8 | 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/gemma-3n-E4B-it-less-heretic.IQ4_XS.gguf b/gemma-3n-E4B-it-less-heretic.IQ4_XS.gguf new file mode 100644 index 0000000..76c2677 --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aaf95a7ba3545e6f5770002ff32eb51c2964dd79d92d408773747e178dc67be3 +size 3915995456 diff --git a/gemma-3n-E4B-it-less-heretic.Q2_K.gguf b/gemma-3n-E4B-it-less-heretic.Q2_K.gguf new file mode 100644 index 0000000..4fcb6b5 --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:866d8692e549f86abd578c611f4b872d0b32075217261913327c2fbdc38b074a +size 2757318976 diff --git a/gemma-3n-E4B-it-less-heretic.Q3_K_L.gguf b/gemma-3n-E4B-it-less-heretic.Q3_K_L.gguf new file mode 100644 index 0000000..a0e4c5f --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d09af213183683dec9699f4f46fd6e9eff549d630a40ae304c79e8a2fef5634 +size 3601996096 diff --git a/gemma-3n-E4B-it-less-heretic.Q3_K_M.gguf b/gemma-3n-E4B-it-less-heretic.Q3_K_M.gguf new file mode 100644 index 0000000..06ee359 --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e2d256533e36dc177821027877caf7dcf0db19b0202809efc781250b36fe0c4 +size 3440908608 diff --git a/gemma-3n-E4B-it-less-heretic.Q3_K_S.gguf b/gemma-3n-E4B-it-less-heretic.Q3_K_S.gguf new file mode 100644 index 0000000..2d355a8 --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dda6ad3694be62549aadde1b3036ebe2680990d541b04225f39589db0a5b4dc0 +size 3251910976 diff --git a/gemma-3n-E4B-it-less-heretic.Q4_K_M.gguf b/gemma-3n-E4B-it-less-heretic.Q4_K_M.gguf new file mode 100644 index 0000000..37bb06d --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a457a4b298dc2c952aac63bbcab99544c0445205709fe21428f1bfb51621e9ca +size 4237064512 diff --git a/gemma-3n-E4B-it-less-heretic.Q4_K_S.gguf b/gemma-3n-E4B-it-less-heretic.Q4_K_S.gguf new file mode 100644 index 0000000..2902a74 --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:380ab568017eefc9b4316ed172050fcc81163eb7db7c9a1f5f27b323b240eda2 +size 4102707520 diff --git a/gemma-3n-E4B-it-less-heretic.Q5_K_M.gguf b/gemma-3n-E4B-it-less-heretic.Q5_K_M.gguf new file mode 100644 index 0000000..25f8a9e --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9e2f2ebf8b3a59476f0548f48f981bdea16ff578534cac8a5746bb727315600 +size 4947999040 diff --git a/gemma-3n-E4B-it-less-heretic.Q5_K_S.gguf b/gemma-3n-E4B-it-less-heretic.Q5_K_S.gguf new file mode 100644 index 0000000..030698f --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02f834c419fa135a352ec5bc11a8f5b6b753484f40c2b05d0c02b8575d348810 +size 4869871936 diff --git a/gemma-3n-E4B-it-less-heretic.Q6_K.gguf b/gemma-3n-E4B-it-less-heretic.Q6_K.gguf new file mode 100644 index 0000000..187c853 --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:666658f50c9736f6b4b2ed3053a4521094c904d8d4473eaeb7c8c6c64ea7f1b5 +size 5703366976 diff --git a/gemma-3n-E4B-it-less-heretic.Q8_0.gguf b/gemma-3n-E4B-it-less-heretic.Q8_0.gguf new file mode 100644 index 0000000..f33eaa4 --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c025d567392039c46e9c6a6503cf5b26c7090bde3125950f5d572a206c7612a +size 7353293120 diff --git a/gemma-3n-E4B-it-less-heretic.f16.gguf b/gemma-3n-E4B-it-less-heretic.f16.gguf new file mode 100644 index 0000000..8400bbb --- /dev/null +++ b/gemma-3n-E4B-it-less-heretic.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:693e8b6ddafe82c18a8e7fdeb6d903acb18b119b2ae4b33eb52c275693136517 +size 13740104000