commit a38f2b707395a3af52948d7e75cfd1b17c697213 Author: ModelHub XC Date: Wed Jun 3 09:21:22 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/KishanSevakHindi2-21-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e246306 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +KishanSevakHindi2-21.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.f16.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +KishanSevakHindi2-21.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/KishanSevakHindi2-21.IQ4_XS.gguf b/KishanSevakHindi2-21.IQ4_XS.gguf new file mode 100644 index 0000000..76e2d8c --- /dev/null +++ b/KishanSevakHindi2-21.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:304374275246b2a6a07bb4f92b2e24eb7486cfe8297980c51843d5cb2ae1f33b +size 748398016 diff --git a/KishanSevakHindi2-21.Q2_K.gguf b/KishanSevakHindi2-21.Q2_K.gguf new file mode 100644 index 0000000..c32f23e --- /dev/null +++ b/KishanSevakHindi2-21.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af5c06137fdcae7ee69c459ce827b2d81ca78e52ccb372ece31eb010e9aebcc2 +size 580888000 diff --git a/KishanSevakHindi2-21.Q3_K_L.gguf b/KishanSevakHindi2-21.Q3_K_L.gguf new file mode 100644 index 0000000..d556364 --- /dev/null +++ b/KishanSevakHindi2-21.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3e860e2d2e589611ae4acdd9755a4677cdd7d8245b5b6099eb3879396c614a5 +size 732538304 diff --git a/KishanSevakHindi2-21.Q3_K_M.gguf b/KishanSevakHindi2-21.Q3_K_M.gguf new file mode 100644 index 0000000..c3d589f --- /dev/null +++ b/KishanSevakHindi2-21.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85f929382bb5d60401b7d55b2af00ec8bb2dd9634d4c3b9b2958e6ee47c7fc14 +size 690857408 diff --git a/KishanSevakHindi2-21.Q3_K_S.gguf b/KishanSevakHindi2-21.Q3_K_S.gguf new file mode 100644 index 0000000..326bbc1 --- /dev/null +++ b/KishanSevakHindi2-21.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:303084cca28fb023890e9abc9ce9d4c0fb443744c0fa3e7bbfa44274c5e501e9 +size 641705408 diff --git a/KishanSevakHindi2-21.Q4_0_4_4.gguf b/KishanSevakHindi2-21.Q4_0_4_4.gguf new file mode 100644 index 0000000..7f3ff4e --- /dev/null +++ b/KishanSevakHindi2-21.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78db5900c3958ba9ce01dda6a471b74decadf464178f6fd7ac69aeba88a5b968 +size 770942400 diff --git a/KishanSevakHindi2-21.Q4_K_M.gguf b/KishanSevakHindi2-21.Q4_K_M.gguf new file mode 100644 index 0000000..2d0899d --- /dev/null +++ b/KishanSevakHindi2-21.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd2eb4144418c652062899e1750742242014ffdf28e8be709cddb2c06a4b04d0 +size 807708096 diff --git a/KishanSevakHindi2-21.Q4_K_S.gguf b/KishanSevakHindi2-21.Q4_K_S.gguf new file mode 100644 index 0000000..eced7f1 --- /dev/null +++ b/KishanSevakHindi2-21.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0c0fa4af7e58c9aadb592e5220d364d38c11b8ed71754b107019f865dc9006b +size 775660992 diff --git a/KishanSevakHindi2-21.Q5_K_M.gguf b/KishanSevakHindi2-21.Q5_K_M.gguf new file mode 100644 index 0000000..0f905e3 --- /dev/null +++ b/KishanSevakHindi2-21.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:712507e53ccf57f4e7ff5586880190f42f6b5d418967e60470df3c834f86a2be +size 911517120 diff --git a/KishanSevakHindi2-21.Q5_K_S.gguf b/KishanSevakHindi2-21.Q5_K_S.gguf new file mode 100644 index 0000000..59ebce7 --- /dev/null +++ b/KishanSevakHindi2-21.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fb9cc9b8f32c43e1d610ebf6d5f070b399e226d9430fcf6670f087bcaec1fac +size 892577216 diff --git a/KishanSevakHindi2-21.Q6_K.gguf b/KishanSevakHindi2-21.Q6_K.gguf new file mode 100644 index 0000000..9337580 --- /dev/null +++ b/KishanSevakHindi2-21.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cf853b5b3382bdddc2f6d3816a21bdd79849c51184b7282c835fdbfafa5e3cf +size 1021814208 diff --git a/KishanSevakHindi2-21.Q8_0.gguf b/KishanSevakHindi2-21.Q8_0.gguf new file mode 100644 index 0000000..48b118c --- /dev/null +++ b/KishanSevakHindi2-21.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc590834b94314b4a62f79e92ca9fb99b6c081043014475dc6ee56d685860978 +size 1321100608 diff --git a/KishanSevakHindi2-21.f16.gguf b/KishanSevakHindi2-21.f16.gguf new file mode 100644 index 0000000..fbd3538 --- /dev/null +++ b/KishanSevakHindi2-21.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88b9d6f7808ea7f91ab9ebb8ca16a749b9740d82145dce6c8f1356c8670ac4ed +size 2479628608 diff --git a/README.md b/README.md new file mode 100644 index 0000000..b518152 --- /dev/null +++ b/README.md @@ -0,0 +1,65 @@ +--- +base_model: omrudra998/KishanSevakHindi2-21 +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/omrudra998/KishanSevakHindi2-21 + + +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/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q2_K.gguf) | Q2_K | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q3_K_S.gguf) | Q3_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q3_K_M.gguf) | Q3_K_M | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q3_K_L.gguf) | Q3_K_L | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.IQ4_XS.gguf) | IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q4_0_4_4.gguf) | Q4_0_4_4 | 0.9 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q4_K_S.gguf) | Q4_K_S | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q4_K_M.gguf) | Q4_K_M | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q5_K_S.gguf) | Q5_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q5_K_M.gguf) | Q5_K_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q6_K.gguf) | Q6_K | 1.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.Q8_0.gguf) | Q8_0 | 1.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/KishanSevakHindi2-21-GGUF/resolve/main/KishanSevakHindi2-21.f16.gguf) | f16 | 2.6 | 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. 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. + +