From de5dbc3a5bcf2e3fc09dcd1c397384af9119bee1 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 8 Jul 2026 03:52:10 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++ README.md | 68 +++++++++++++++++++++++ SmolLM2-ablation-ultrachat-v2.IQ4_XS.gguf | 3 + SmolLM2-ablation-ultrachat-v2.Q2_K.gguf | 3 + SmolLM2-ablation-ultrachat-v2.Q3_K_L.gguf | 3 + SmolLM2-ablation-ultrachat-v2.Q3_K_M.gguf | 3 + SmolLM2-ablation-ultrachat-v2.Q3_K_S.gguf | 3 + SmolLM2-ablation-ultrachat-v2.Q4_K_M.gguf | 3 + SmolLM2-ablation-ultrachat-v2.Q4_K_S.gguf | 3 + SmolLM2-ablation-ultrachat-v2.Q5_K_M.gguf | 3 + SmolLM2-ablation-ultrachat-v2.Q5_K_S.gguf | 3 + 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+SmolLM2-ablation-ultrachat-v2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-ablation-ultrachat-v2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-ablation-ultrachat-v2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-ablation-ultrachat-v2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-ablation-ultrachat-v2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-ablation-ultrachat-v2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-ablation-ultrachat-v2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM2-ablation-ultrachat-v2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..85b9936 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: HuggingFaceTB/SmolLM2-ablation-ultrachat-v2 +language: +- en +library_name: transformers +model_name: SmolLM2-ablation-ultrachat-v2 +quantized_by: mradermacher +tags: +- generated_from_trainer +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/HuggingFaceTB/SmolLM2-ablation-ultrachat-v2 + + +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-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q4_K_S.gguf) | Q4_K_S | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q5_K_S.gguf) | Q5_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q5_K_M.gguf) | Q5_K_M | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q6_K.gguf) | Q6_K | 1.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.Q8_0.gguf) | Q8_0 | 1.9 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SmolLM2-ablation-ultrachat-v2-GGUF/resolve/main/SmolLM2-ablation-ultrachat-v2.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-ablation-ultrachat-v2.IQ4_XS.gguf b/SmolLM2-ablation-ultrachat-v2.IQ4_XS.gguf new file mode 100644 index 0000000..62d9bd0 --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a593bb9a0b05a2862ffcebaa3b18c7e43f7937ef8bb5ba2d3177c8e2152c36ec +size 948262368 diff --git a/SmolLM2-ablation-ultrachat-v2.Q2_K.gguf b/SmolLM2-ablation-ultrachat-v2.Q2_K.gguf new file mode 100644 index 0000000..44b381a --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8c5897a972ae1b9525462e99d5927c96c067e5d8fbd1a56943a379f483466ed +size 674584032 diff --git a/SmolLM2-ablation-ultrachat-v2.Q3_K_L.gguf b/SmolLM2-ablation-ultrachat-v2.Q3_K_L.gguf new file mode 100644 index 0000000..4db6dbe --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d1fbc7cb1a36cd432edea6aa455173bc8c8a5fd168424669e888f55bed93ca9 +size 932533728 diff --git a/SmolLM2-ablation-ultrachat-v2.Q3_K_M.gguf b/SmolLM2-ablation-ultrachat-v2.Q3_K_M.gguf new file mode 100644 index 0000000..cc82d8a --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24eeac2bcedcb98444a83cf3662d1cdd0ac6cf51834ef14845df602b5f4a26e5 +size 860181984 diff --git a/SmolLM2-ablation-ultrachat-v2.Q3_K_S.gguf b/SmolLM2-ablation-ultrachat-v2.Q3_K_S.gguf new file mode 100644 index 0000000..d707fae --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5fa451c94ef0e5e19674e7857d2a87759776b0049e03365d81c308f3c3a1db8 +size 776820192 diff --git a/SmolLM2-ablation-ultrachat-v2.Q4_K_M.gguf b/SmolLM2-ablation-ultrachat-v2.Q4_K_M.gguf new file mode 100644 index 0000000..ef4ada6 --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d0eda2462fb20e697d2d9d065e12e911f1dc670dbf046c088ce856a5bfd587c +size 1055610336 diff --git a/SmolLM2-ablation-ultrachat-v2.Q4_K_S.gguf b/SmolLM2-ablation-ultrachat-v2.Q4_K_S.gguf new file mode 100644 index 0000000..1e8a077 --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ed63857473bb8a1d6d61920b9170974cc8a42040ef3eeb214bef1d819877998 +size 999118304 diff --git a/SmolLM2-ablation-ultrachat-v2.Q5_K_M.gguf b/SmolLM2-ablation-ultrachat-v2.Q5_K_M.gguf new file mode 100644 index 0000000..6a9d4f2 --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4d28a78e1465f6b192637393573b3db9a5576f7b12c08433eebdf6bb4ba8cae +size 1225479648 diff --git a/SmolLM2-ablation-ultrachat-v2.Q5_K_S.gguf b/SmolLM2-ablation-ultrachat-v2.Q5_K_S.gguf new file mode 100644 index 0000000..0da0840 --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:604500c9242c0902de9226f4f4ecdae809d6948113400e51de52d79d42505c60 +size 1192056288 diff --git a/SmolLM2-ablation-ultrachat-v2.Q6_K.gguf b/SmolLM2-ablation-ultrachat-v2.Q6_K.gguf new file mode 100644 index 0000000..f802aff --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c24aba03005fcaae60d4f4a7a0dad3fc5e325e24f85d4a2e1292cb5d0cf8da3 +size 1405965792 diff --git a/SmolLM2-ablation-ultrachat-v2.Q8_0.gguf b/SmolLM2-ablation-ultrachat-v2.Q8_0.gguf new file mode 100644 index 0000000..f9a9b18 --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:793754ce3a8561de0d835b4e862125756fbfb7b26bbfa822d1e8a17ac4a26d0d +size 1820415456 diff --git a/SmolLM2-ablation-ultrachat-v2.f16.gguf b/SmolLM2-ablation-ultrachat-v2.f16.gguf new file mode 100644 index 0000000..1864f55 --- /dev/null +++ b/SmolLM2-ablation-ultrachat-v2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f29365d6b49459d13129b19488d52c29149dc4fd8b048f82d0bb703222150aa +size 3424736736