commit bfbb5feaa164623b87610aa39a06323286b76b24 Author: ModelHub XC Date: Tue Jul 7 15:56:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SmolLM2-MagpieUltra-8k-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..edd18a1 --- /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-MagpieUltra-8k.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-MagpieUltra-8k.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..a462a33 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: HuggingFaceTB/SmolLM2-MagpieUltra-8k +language: +- en +library_name: transformers +model_name: SmolLM2-MagpieUltra-8k +quantized_by: mradermacher +tags: +- generated_from_trainer +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/HuggingFaceTB/SmolLM2-MagpieUltra-8k + + +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-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q4_K_S.gguf) | Q4_K_S | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q5_K_S.gguf) | Q5_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q5_K_M.gguf) | Q5_K_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q6_K.gguf) | Q6_K | 1.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-MagpieUltra-8k-GGUF/resolve/main/SmolLM2-MagpieUltra-8k.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. 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. + + diff --git a/SmolLM2-MagpieUltra-8k.IQ4_XS.gguf b/SmolLM2-MagpieUltra-8k.IQ4_XS.gguf new file mode 100644 index 0000000..50d5323 --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de82f5ae07a0919b307651783633417e582e8184b4670c6993d9ed96b865a486 +size 948262336 diff --git a/SmolLM2-MagpieUltra-8k.Q2_K.gguf b/SmolLM2-MagpieUltra-8k.Q2_K.gguf new file mode 100644 index 0000000..8dcbf0d --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71d0c02ca9e1801be02cd8269ac75cf0cb8e0cdfc0ea712c02efe1ca3579e29e +size 674584000 diff --git a/SmolLM2-MagpieUltra-8k.Q3_K_L.gguf b/SmolLM2-MagpieUltra-8k.Q3_K_L.gguf new file mode 100644 index 0000000..76ce531 --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae12a217911f348e26c78a9d950bc998daea9b239a78e7ceb27f6d22fa2d2d33 +size 932533696 diff --git a/SmolLM2-MagpieUltra-8k.Q3_K_M.gguf b/SmolLM2-MagpieUltra-8k.Q3_K_M.gguf new file mode 100644 index 0000000..1076d66 --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5cf9d42c6b769ff8f1b72dafa005d5a81ca137b2a22fb95c56ab6fafc827b75 +size 860181952 diff --git a/SmolLM2-MagpieUltra-8k.Q3_K_S.gguf b/SmolLM2-MagpieUltra-8k.Q3_K_S.gguf new file mode 100644 index 0000000..7b1da4c --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:020b85ddbdb2dae673d16d9581e4b8400fbb55d75474a8d27b481c1e5f072723 +size 776820160 diff --git a/SmolLM2-MagpieUltra-8k.Q4_K_M.gguf b/SmolLM2-MagpieUltra-8k.Q4_K_M.gguf new file mode 100644 index 0000000..1c4ac5d --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4aa977c10a4d685c97d9a735993b2ad34eb384fd16569c8f65a4cada10bfb9e2 +size 1055610304 diff --git a/SmolLM2-MagpieUltra-8k.Q4_K_S.gguf b/SmolLM2-MagpieUltra-8k.Q4_K_S.gguf new file mode 100644 index 0000000..de1d8bb --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9849ecc311fcb2784c6650e71e0ff5d23a4d90a153bcc6eb58ee40f56e5a6d7b +size 999118272 diff --git a/SmolLM2-MagpieUltra-8k.Q5_K_M.gguf b/SmolLM2-MagpieUltra-8k.Q5_K_M.gguf new file mode 100644 index 0000000..a1a82d7 --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e69c98fa831f5fd64c81702c86c9b8061712c5989d2d15640f88fff199eaa906 +size 1225479616 diff --git a/SmolLM2-MagpieUltra-8k.Q5_K_S.gguf b/SmolLM2-MagpieUltra-8k.Q5_K_S.gguf new file mode 100644 index 0000000..7bfa529 --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:569727082c662126f43d02c000abfb27db2a7301f43b30da04a559c24bc4461f +size 1192056256 diff --git a/SmolLM2-MagpieUltra-8k.Q6_K.gguf b/SmolLM2-MagpieUltra-8k.Q6_K.gguf new file mode 100644 index 0000000..f56be5e --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:240eaefbf7f966e616441db5b4eed18ec6a69f7b3fd7601be434b23b020d589e +size 1405965760 diff --git a/SmolLM2-MagpieUltra-8k.Q8_0.gguf b/SmolLM2-MagpieUltra-8k.Q8_0.gguf new file mode 100644 index 0000000..6db9b9c --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2765cbfe39231bf42623584041d11b5b1544bb9f4a3674dd24b5cbda2390768f +size 1820415424 diff --git a/SmolLM2-MagpieUltra-8k.f16.gguf b/SmolLM2-MagpieUltra-8k.f16.gguf new file mode 100644 index 0000000..d9f826c --- /dev/null +++ b/SmolLM2-MagpieUltra-8k.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37e4a5d9f1de913458681852e5c005409b68c3af4574221998a432cf1a4fde86 +size 3424736704