From c90580028514c171d95054e0b4f8cfba07df0def Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 8 Sep 2026 03:24:15 +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/sahayak-0.6b-hindi-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++ README.md | 71 ++++++++++++++++++++++++++++++++++ sahayak-0.6b-hindi.IQ4_XS.gguf | 3 ++ sahayak-0.6b-hindi.Q2_K.gguf | 3 ++ sahayak-0.6b-hindi.Q3_K_L.gguf | 3 ++ sahayak-0.6b-hindi.Q3_K_M.gguf | 3 ++ sahayak-0.6b-hindi.Q3_K_S.gguf | 3 ++ sahayak-0.6b-hindi.Q4_K_M.gguf | 3 ++ sahayak-0.6b-hindi.Q4_K_S.gguf | 3 ++ sahayak-0.6b-hindi.Q5_K_M.gguf | 3 ++ sahayak-0.6b-hindi.Q5_K_S.gguf | 3 ++ sahayak-0.6b-hindi.Q6_K.gguf | 3 ++ sahayak-0.6b-hindi.Q8_0.gguf | 3 ++ sahayak-0.6b-hindi.f16.gguf | 3 ++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 sahayak-0.6b-hindi.IQ4_XS.gguf create mode 100644 sahayak-0.6b-hindi.Q2_K.gguf create mode 100644 sahayak-0.6b-hindi.Q3_K_L.gguf create mode 100644 sahayak-0.6b-hindi.Q3_K_M.gguf create mode 100644 sahayak-0.6b-hindi.Q3_K_S.gguf create mode 100644 sahayak-0.6b-hindi.Q4_K_M.gguf create mode 100644 sahayak-0.6b-hindi.Q4_K_S.gguf create mode 100644 sahayak-0.6b-hindi.Q5_K_M.gguf create mode 100644 sahayak-0.6b-hindi.Q5_K_S.gguf create mode 100644 sahayak-0.6b-hindi.Q6_K.gguf create mode 100644 sahayak-0.6b-hindi.Q8_0.gguf create mode 100644 sahayak-0.6b-hindi.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6a756ba --- /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 +sahayak-0.6b-hindi.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +sahayak-0.6b-hindi.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..1a9cfb8 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: saikumargangi/sahayak-0.6b-hindi +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/saikumargangi/sahayak-0.6b-hindi + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#sahayak-0.6b-hindi-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/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.Q8_0.gguf) | Q8_0 | 0.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/sahayak-0.6b-hindi-GGUF/resolve/main/sahayak-0.6b-hindi.f16.gguf) | f16 | 1.3 | 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/sahayak-0.6b-hindi.IQ4_XS.gguf b/sahayak-0.6b-hindi.IQ4_XS.gguf new file mode 100644 index 0000000..699357d --- /dev/null +++ b/sahayak-0.6b-hindi.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b93905b3c58a89987506d878d76874ce3ecfce353478cdd59d888b3ab8d19e7 +size 369278176 diff --git a/sahayak-0.6b-hindi.Q2_K.gguf b/sahayak-0.6b-hindi.Q2_K.gguf new file mode 100644 index 0000000..1d771cd --- /dev/null +++ b/sahayak-0.6b-hindi.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1fbdfc3f97131287a2aac060ca4744913fe5a78a0df584a2b3c4a33d5f4133d4 +size 296238304 diff --git a/sahayak-0.6b-hindi.Q3_K_L.gguf b/sahayak-0.6b-hindi.Q3_K_L.gguf new file mode 100644 index 0000000..7cf7ef0 --- /dev/null +++ b/sahayak-0.6b-hindi.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1c9e67b30e77e090a4b9f4612b2e397e75836648674cc27ab75e01ca16cc7a9 +size 368491744 diff --git a/sahayak-0.6b-hindi.Q3_K_M.gguf b/sahayak-0.6b-hindi.Q3_K_M.gguf new file mode 100644 index 0000000..06f7650 --- /dev/null +++ b/sahayak-0.6b-hindi.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad1a41c02fadf1ab9967a04e5287ec2e293a6c46b21741626f41bd3e96260c11 +size 347127008 diff --git a/sahayak-0.6b-hindi.Q3_K_S.gguf b/sahayak-0.6b-hindi.Q3_K_S.gguf new file mode 100644 index 0000000..14d90ab --- /dev/null +++ b/sahayak-0.6b-hindi.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:316bad1b16aa744d8302c19ef078b62f6a0cf71df45dd0097b491a1da748e3bd +size 323075296 diff --git a/sahayak-0.6b-hindi.Q4_K_M.gguf b/sahayak-0.6b-hindi.Q4_K_M.gguf new file mode 100644 index 0000000..e157ee7 --- /dev/null +++ b/sahayak-0.6b-hindi.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:396079e148a06276e695cc6c3daaa49ee34334faa05317c230d3eb06f94f9ac9 +size 396704992 diff --git a/sahayak-0.6b-hindi.Q4_K_S.gguf b/sahayak-0.6b-hindi.Q4_K_S.gguf new file mode 100644 index 0000000..8b97d79 --- /dev/null +++ b/sahayak-0.6b-hindi.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f57919ae75bcc3567c4e37daf9a23441288d45f32ef1e86b3299bddb80849d01 +size 383270112 diff --git a/sahayak-0.6b-hindi.Q5_K_M.gguf b/sahayak-0.6b-hindi.Q5_K_M.gguf new file mode 100644 index 0000000..836c588 --- /dev/null +++ b/sahayak-0.6b-hindi.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6645ed3d81dfb74e7fc75d5736d96898dda098752fee7f75d6c2bd1c805303c1 +size 444415200 diff --git a/sahayak-0.6b-hindi.Q5_K_S.gguf b/sahayak-0.6b-hindi.Q5_K_S.gguf new file mode 100644 index 0000000..0659d0d --- /dev/null +++ b/sahayak-0.6b-hindi.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60d2561b6ad7ea4a8e88d54424182149822f09ce115d070e2e0f234092bedc81 +size 436616416 diff --git a/sahayak-0.6b-hindi.Q6_K.gguf b/sahayak-0.6b-hindi.Q6_K.gguf new file mode 100644 index 0000000..a521073 --- /dev/null +++ b/sahayak-0.6b-hindi.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1f19026383f44476b6ae6be406ca7ff3f69970885a481d2d56495cb165a88fb +size 495107296 diff --git a/sahayak-0.6b-hindi.Q8_0.gguf b/sahayak-0.6b-hindi.Q8_0.gguf new file mode 100644 index 0000000..433d23a --- /dev/null +++ b/sahayak-0.6b-hindi.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3689654b75ffcc601db02df2aff11a4ee2eb510c3ab79fd03c4c4c9b0c4f153 +size 639447264 diff --git a/sahayak-0.6b-hindi.f16.gguf b/sahayak-0.6b-hindi.f16.gguf new file mode 100644 index 0000000..047711d --- /dev/null +++ b/sahayak-0.6b-hindi.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4c3d4c86da94870487f65f1b936e6bbb023a9726f1f9e74f84041510224a368 +size 1198182624