commit 31f7936414429ff08406a9d8d661f8def82d9ec3 Author: ModelHub XC Date: Thu Jun 25 14:56:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cb49f00 --- /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 +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.IQ4_XS.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.IQ4_XS.gguf new file mode 100644 index 0000000..f05ea03 --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f6f68418408bbef10587450aa5c074ce0a39ee7b657ca65251f235fd7d3c6a1 +size 2050217792 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q2_K.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q2_K.gguf new file mode 100644 index 0000000..07c7888 --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3c8873f95dbaa44721785d8cd91fb53a667fae7141a39d65ad1cbf2872b3418 +size 1493215040 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_L.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_L.gguf new file mode 100644 index 0000000..e1b6e1d --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af7b7741550b34dc9cb30b37d294c8f71138ef9fd402ad1c8c753e6040cf6107 +size 1984642880 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_M.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_M.gguf new file mode 100644 index 0000000..cc8b3a2 --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:20a1695fc7eb3c327a1c159bf9adb44052321c83896167fb820da487c816c617 +size 1856454464 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_S.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_S.gguf new file mode 100644 index 0000000..3dd6ed1 --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8fc3682dea17beefeaf550be73da4fa980d30825ccd8cb0437f6b7b6cb3ee866 +size 1712144192 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_M.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_M.gguf new file mode 100644 index 0000000..05c174e --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d6aee79c84a4f2cf3992a6f7e7a1fcf2efa06d38cd997db5ec16822f42c4190 +size 2241001280 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_S.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_S.gguf new file mode 100644 index 0000000..73de0f4 --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd156f4ce976647a96ccfae21780f333996a97d36ece124b8de05f14012bbf3d +size 2149824320 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_M.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_M.gguf new file mode 100644 index 0000000..81cc082 --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9159b50f950b6f983ee825da056891c49a4e471c3b7450d57dfae2be85885339 +size 2593027904 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_S.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_S.gguf new file mode 100644 index 0000000..697e34e --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34f121d3a388a358a023a88e95a6972f5fc5181df379f2155739aadcb34af8dd +size 2540386112 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q6_K.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q6_K.gguf new file mode 100644 index 0000000..dc99c3d --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1dbe2c5b92a064a4f028453213f4b3aa252f5e4a7c686ec91a8bbc7b971cc51f +size 2967056192 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q8_0.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q8_0.gguf new file mode 100644 index 0000000..d2a3ab3 --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41187fd87b58cc72c3e52a60461ea9b683825109135fd4a4e3b3b93622a9f57c +size 3840524096 diff --git a/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.f16.gguf b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.f16.gguf new file mode 100644 index 0000000..62d31b7 --- /dev/null +++ b/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8dfabc989d5d4667e69398696314ee660592bac7c451dd7814da9198f22ca05 +size 7221690176 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e861be7 --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: BanglaLLM/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1 +datasets: +- BanglaLLM/bangla-alpaca-orca +language: +- bn +- en +library_name: transformers +license: llama3.2 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- bangla +- banglaLLM +- banglaNLP +- LLM +- LLama +- Transformer +- nlp +- bengali +--- +## About + + + + + + +static quants of https://huggingface.co/BanglaLLM/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-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/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q2_K.gguf) | Q2_K | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_S.gguf) | Q3_K_S | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_M.gguf) | Q3_K_M | 2.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q3_K_L.gguf) | Q3_K_L | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.IQ4_XS.gguf) | IQ4_XS | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_S.gguf) | Q4_K_S | 2.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q4_K_M.gguf) | Q4_K_M | 2.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_S.gguf) | Q5_K_S | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q5_K_M.gguf) | Q5_K_M | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q6_K.gguf) | Q6_K | 3.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.Q8_0.gguf) | Q8_0 | 3.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1-GGUF/resolve/main/BanglaLLama-3.2-3b-bangla-alpaca-orca-instruct-v0.0.1.f16.gguf) | f16 | 7.3 | 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. + +