commit 82cc81e5812b520b2bc5bc87871a35cb8def0075 Author: ModelHub XC Date: Tue Jul 7 03:54:15 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..5715bdd --- /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 +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..db3730c --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: DrishtiSharma/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16 +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/DrishtiSharma/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16 + + +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/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_S.gguf) | Q4_K_S | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_S.gguf) | Q5_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_M.gguf) | Q5_K_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q6_K.gguf) | Q6_K | 1.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16-GGUF/resolve/main/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.f16.gguf) | f16 | 3.5 | 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/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.IQ4_XS.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.IQ4_XS.gguf new file mode 100644 index 0000000..b79b8d5 --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb478a354c67245dc45afe3c6378817d153b29895a18dce330bc1ea81d5551a4 +size 948264224 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q2_K.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q2_K.gguf new file mode 100644 index 0000000..2bd27a2 --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:433a18a1f036afb77e0c522824d3dbed03597c99e4cf6c9fc0a9d054c29b3399 +size 674585888 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_L.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_L.gguf new file mode 100644 index 0000000..6c4d013 --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:caad918ef607e83bf124305752e97b17568387b1a81b9cc2f4a8ebcba28d85ed +size 932535584 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_M.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_M.gguf new file mode 100644 index 0000000..f2725f2 --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:981328d6c5516c776b0a9c9ddc63463c820c2aeb3b6f1e0d30fdf755ccf1cefa +size 860183840 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_S.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_S.gguf new file mode 100644 index 0000000..1dbc402 --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c840cccf1cf017cedb1d472cc64ce9ff236d111054ec19932ead9e2f8518b616 +size 776822048 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_M.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_M.gguf new file mode 100644 index 0000000..4e962cb --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b4b373d63d97760b6353c4bb2aee6fe3455a63ec05cfee3a13e8d791a5a75da +size 1055612192 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_S.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_S.gguf new file mode 100644 index 0000000..d2eea00 --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e03063b6a5a7114f88353851e6b5e4a43ee93bf706d505e8fa32a2f1b8a02205 +size 999120160 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_M.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_M.gguf new file mode 100644 index 0000000..0ed337d --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d778ab5b824bf8c66b847167eb5cfd4453588456474d4aabb480846db2f83181 +size 1225481504 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_S.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_S.gguf new file mode 100644 index 0000000..fc2cdb8 --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0294536674ace5d92f8ff5539721a5b9b4ef7b01a46fe52c3c03a42176c499c6 +size 1192058144 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q6_K.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q6_K.gguf new file mode 100644 index 0000000..7fa576c --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5778a483cb83f37efe3e0c61bb2721f519a2a6c1b8e30e1eb00ab9d8ea2e6857 +size 1405967648 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q8_0.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q8_0.gguf new file mode 100644 index 0000000..c4bbb42 --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d08c2f9bb319ea0564b9946a7d20f64dccc42748de3ec59db2df1538fa04cbf5 +size 1820417792 diff --git a/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.f16.gguf b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.f16.gguf new file mode 100644 index 0000000..235956c --- /dev/null +++ b/smollm2-1.7b-instruct-lrsc-cosine-hindi-subset-fp16.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8d0ff90531e3ba1c5964733c399563f788b6b5fc08e4d48a897a04d15509804 +size 3424740992