commit 9db06c514c438a84450183324036e1e4955a7e37 Author: ModelHub XC Date: Tue May 26 03:35:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/IndicTrans3-gemma-beta-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..900fa1d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.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 +IndicTrans3-gemma-beta.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +IndicTrans3-gemma-beta.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/IndicTrans3-gemma-beta.IQ4_XS.gguf b/IndicTrans3-gemma-beta.IQ4_XS.gguf new file mode 100644 index 0000000..72d6174 --- /dev/null +++ b/IndicTrans3-gemma-beta.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fed1d6222af0d1b1991a0b859f60ee95faf1842adddad529f290bba45ff108d6 +size 2636227616 diff --git a/IndicTrans3-gemma-beta.Q2_K.gguf b/IndicTrans3-gemma-beta.Q2_K.gguf new file mode 100644 index 0000000..8f577c7 --- /dev/null +++ b/IndicTrans3-gemma-beta.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b86c43cdc8af35a02e195a0f11a216916e9d661bffd09d9151ba1aaa36e3c932 +size 1949418016 diff --git a/IndicTrans3-gemma-beta.Q3_K_L.gguf b/IndicTrans3-gemma-beta.Q3_K_L.gguf new file mode 100644 index 0000000..004c10f --- /dev/null +++ b/IndicTrans3-gemma-beta.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:152f1a771a9a403e3611e11f9ee60456baa45a8113b6fabf3003db2b6ccfe264 +size 2524513056 diff --git a/IndicTrans3-gemma-beta.Q3_K_M.gguf b/IndicTrans3-gemma-beta.Q3_K_M.gguf new file mode 100644 index 0000000..3314010 --- /dev/null +++ b/IndicTrans3-gemma-beta.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb64fb6d1f075d5a630f4a167a3625b4043d6f081da3efa2476e1f01cf132a83 +size 2386887456 diff --git a/IndicTrans3-gemma-beta.Q3_K_S.gguf b/IndicTrans3-gemma-beta.Q3_K_S.gguf new file mode 100644 index 0000000..495b171 --- /dev/null +++ b/IndicTrans3-gemma-beta.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99825e233beae8375d9e5f92843db2015ec1b1c8b55071b44d3154e82595146f +size 2225791776 diff --git a/IndicTrans3-gemma-beta.Q4_K_M.gguf b/IndicTrans3-gemma-beta.Q4_K_M.gguf new file mode 100644 index 0000000..29f26fe --- /dev/null +++ b/IndicTrans3-gemma-beta.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:633962e85df14e24c052896e1316a67952f0197f966af01278d47753fc4a9622 +size 2867472416 diff --git a/IndicTrans3-gemma-beta.Q4_K_S.gguf b/IndicTrans3-gemma-beta.Q4_K_S.gguf new file mode 100644 index 0000000..b8639b9 --- /dev/null +++ b/IndicTrans3-gemma-beta.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e16e29686dc94f378e543f3a21a0c436010f743a2a33367f264a90dca8fe4be0 +size 2755508256 diff --git a/IndicTrans3-gemma-beta.Q5_K_M.gguf b/IndicTrans3-gemma-beta.Q5_K_M.gguf new file mode 100644 index 0000000..5cc089d --- /dev/null +++ b/IndicTrans3-gemma-beta.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bf10ea0457f673f30692d2002c848544a2b01379d6b6ecbd4bbbcf22cbea30b +size 3291183136 diff --git a/IndicTrans3-gemma-beta.Q5_K_S.gguf b/IndicTrans3-gemma-beta.Q5_K_S.gguf new file mode 100644 index 0000000..d5eef80 --- /dev/null +++ b/IndicTrans3-gemma-beta.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66debbbca89172cd65955efdfbb7488bb65391e8fe317395cecf295b7fdfb83e +size 3226077216 diff --git a/IndicTrans3-gemma-beta.Q6_K.gguf b/IndicTrans3-gemma-beta.Q6_K.gguf new file mode 100644 index 0000000..609fef6 --- /dev/null +++ b/IndicTrans3-gemma-beta.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c20933fa79ed13c2e2415cc19126812045a5868c66c56ae68f1c55776b015ec +size 3741375776 diff --git a/IndicTrans3-gemma-beta.Q8_0.gguf b/IndicTrans3-gemma-beta.Q8_0.gguf new file mode 100644 index 0000000..9d180f2 --- /dev/null +++ b/IndicTrans3-gemma-beta.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8b4cb88789017fbe6891e35856c37bc48c7355ee48fbf82853aca20fd0e9b61 +size 4843606816 diff --git a/IndicTrans3-gemma-beta.f16.gguf b/IndicTrans3-gemma-beta.f16.gguf new file mode 100644 index 0000000..564a491 --- /dev/null +++ b/IndicTrans3-gemma-beta.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3144706b60589fb4ecd57038d4bd8af0ba7fd8bc106ea02d28a122248fd9d72 +size 9110307616 diff --git a/IndicTrans3-gemma-beta.mmproj-Q8_0.gguf b/IndicTrans3-gemma-beta.mmproj-Q8_0.gguf new file mode 100644 index 0000000..3cc9c59 --- /dev/null +++ b/IndicTrans3-gemma-beta.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3be22319fdf348d8ee702b0c72aa4ce9035c5e2f0c5833977e051316c45ed979 +size 591377376 diff --git a/IndicTrans3-gemma-beta.mmproj-f16.gguf b/IndicTrans3-gemma-beta.mmproj-f16.gguf new file mode 100644 index 0000000..28b66c9 --- /dev/null +++ b/IndicTrans3-gemma-beta.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e54e3f2868c926f74baaa152e97e3c37ac54cb096e7977471402d253206e62c7 +size 851251296 diff --git a/README.md b/README.md new file mode 100644 index 0000000..72b4aa5 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: ai4bharat/IndicTrans3-beta +language: +- en +library_name: transformers +license: cc-by-4.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/ai4bharat/IndicTrans3-beta + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#IndicTrans3-gemma-beta-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-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/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.7 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.mmproj-f16.gguf) | mmproj-f16 | 1.0 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q2_K.gguf) | Q2_K | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q3_K_S.gguf) | Q3_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q3_K_M.gguf) | Q3_K_M | 2.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q3_K_L.gguf) | Q3_K_L | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.IQ4_XS.gguf) | IQ4_XS | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q4_K_S.gguf) | Q4_K_S | 2.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q4_K_M.gguf) | Q4_K_M | 3.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q5_K_S.gguf) | Q5_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q5_K_M.gguf) | Q5_K_M | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q6_K.gguf) | Q6_K | 3.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.Q8_0.gguf) | Q8_0 | 4.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/IndicTrans3-gemma-beta-GGUF/resolve/main/IndicTrans3-gemma-beta.f16.gguf) | f16 | 9.2 | 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. + +