commit f8cefc9176f58a9dd93abbb243c548a2552736ca Author: ModelHub XC Date: Sun Jul 12 23:14:11 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/mamba-ko-2.8b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..51ca262 --- /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 +mamba-ko-2.8b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +mamba-ko-2.8b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..d465b98 --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: kuotient/mamba-ko-2.8b +datasets: +- maywell/korean_textbooks +language: +- ko +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- mamba +--- +## About + + + + + + +static quants of https://huggingface.co/kuotient/mamba-ko-2.8b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#mamba-ko-2.8b-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/mamba-ko-2.8b-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/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q2_K.gguf) | Q2_K | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q3_K_L.gguf) | Q3_K_L | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q3_K_M.gguf) | Q3_K_M | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q3_K_S.gguf) | Q3_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.IQ4_XS.gguf) | IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q4_K_M.gguf) | Q4_K_M | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q5_K_M.gguf) | Q5_K_M | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q5_K_S.gguf) | Q5_K_S | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q6_K.gguf) | Q6_K | 2.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.Q8_0.gguf) | Q8_0 | 3.1 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/mamba-ko-2.8b-GGUF/resolve/main/mamba-ko-2.8b.f16.gguf) | f16 | 5.7 | 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/mamba-ko-2.8b.IQ4_XS.gguf b/mamba-ko-2.8b.IQ4_XS.gguf new file mode 100644 index 0000000..dda5720 --- /dev/null +++ b/mamba-ko-2.8b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22e7cb7b46cedd97c2062d8b369b5b2e0c3b71c1a8c47aa0cde92354d64a6600 +size 1538054240 diff --git a/mamba-ko-2.8b.Q2_K.gguf b/mamba-ko-2.8b.Q2_K.gguf new file mode 100644 index 0000000..b9ef94c --- /dev/null +++ b/mamba-ko-2.8b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd3ee999a8446d76fe64175cba0eb5ce401e999935de157e2112ed4457744675 +size 1014093920 diff --git a/mamba-ko-2.8b.Q3_K_L.gguf b/mamba-ko-2.8b.Q3_K_L.gguf new file mode 100644 index 0000000..3236e77 --- /dev/null +++ b/mamba-ko-2.8b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5099157dbc82e2b85225938908822a834f63fff1342df23155df38e1f0765c4 +size 1276074080 diff --git a/mamba-ko-2.8b.Q3_K_M.gguf b/mamba-ko-2.8b.Q3_K_M.gguf new file mode 100644 index 0000000..a5e609d --- /dev/null +++ b/mamba-ko-2.8b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddcfbacd29fe2cb2a20f04876cfebee7155b27810db3db1cf4d3c5d12eccb42c +size 1276074080 diff --git a/mamba-ko-2.8b.Q3_K_S.gguf b/mamba-ko-2.8b.Q3_K_S.gguf new file mode 100644 index 0000000..b1bae16 --- /dev/null +++ b/mamba-ko-2.8b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b2406048974bbc3f6eef3ab7b3cea7badef7090af3541aeb804cfd8b7091f1e +size 1276074080 diff --git a/mamba-ko-2.8b.Q4_K_M.gguf b/mamba-ko-2.8b.Q4_K_M.gguf new file mode 100644 index 0000000..31cda07 --- /dev/null +++ b/mamba-ko-2.8b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec89d9b7f973cc1472455e924ba217614a080de612d6b4d2ce45ecd0b1dacf70 +size 1625217120 diff --git a/mamba-ko-2.8b.Q4_K_S.gguf b/mamba-ko-2.8b.Q4_K_S.gguf new file mode 100644 index 0000000..886cfbe --- /dev/null +++ b/mamba-ko-2.8b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58038fe779f4bb5ba5c2e8b9cb6f41899a9cb2f5ebf7d10558a0fe44aac87614 +size 1625217120 diff --git a/mamba-ko-2.8b.Q5_K_M.gguf b/mamba-ko-2.8b.Q5_K_M.gguf new file mode 100644 index 0000000..cc40095 --- /dev/null +++ b/mamba-ko-2.8b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8e89d0a351d579265cdd2f894b58fcc8a0a8840cca9384e180bd49e71a86ed9 +size 1950931040 diff --git a/mamba-ko-2.8b.Q5_K_S.gguf b/mamba-ko-2.8b.Q5_K_S.gguf new file mode 100644 index 0000000..cc1d974 --- /dev/null +++ b/mamba-ko-2.8b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:647bbe28ffedd8d2f19dfaf682aaf5d47742d276c96ebb58c89fde68d5368d24 +size 1950931040 diff --git a/mamba-ko-2.8b.Q6_K.gguf b/mamba-ko-2.8b.Q6_K.gguf new file mode 100644 index 0000000..1c7dca1 --- /dev/null +++ b/mamba-ko-2.8b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b599f32001a003ff3107ee2ae92e98b4787a57d6b40c49adc5c0c94def63ba14 +size 2309904480 diff --git a/mamba-ko-2.8b.Q8_0.gguf b/mamba-ko-2.8b.Q8_0.gguf new file mode 100644 index 0000000..20a8c5a --- /dev/null +++ b/mamba-ko-2.8b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3e5ce6b28e96494d5a780383eb9c89be68846169e08cf5f416b73547786ddbf +size 2965800000 diff --git a/mamba-ko-2.8b.f16.gguf b/mamba-ko-2.8b.f16.gguf new file mode 100644 index 0000000..b8455e1 --- /dev/null +++ b/mamba-ko-2.8b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18fdbdc2ce69c0f2d828c8380cbc8f0f70a2fedc5fcb6cdbdf2e7d9a833f0967 +size 5553902400