From b9e6dd818b9761a2f7aa25d646a2bd108fea6794 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 10 Apr 2026 23:25:55 +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/starcoder2-3b-instruct-GGUF Source: Original Platform --- .gitattributes | 46 +++++++++++++++++++ README.md | 68 ++++++++++++++++++++++++++++ starcoder2-3b-instruct.IQ4_XS.gguf | 3 ++ starcoder2-3b-instruct.Q2_K.gguf | 3 ++ starcoder2-3b-instruct.Q3_K_L.gguf | 3 ++ starcoder2-3b-instruct.Q3_K_M.gguf | 3 ++ starcoder2-3b-instruct.Q3_K_S.gguf | 3 ++ starcoder2-3b-instruct.Q4_0_4_4.gguf | 3 ++ starcoder2-3b-instruct.Q4_K_M.gguf | 3 ++ starcoder2-3b-instruct.Q4_K_S.gguf | 3 ++ starcoder2-3b-instruct.Q5_K_M.gguf | 3 ++ starcoder2-3b-instruct.Q5_K_S.gguf | 3 ++ starcoder2-3b-instruct.Q6_K.gguf | 3 ++ starcoder2-3b-instruct.Q8_0.gguf | 3 ++ starcoder2-3b-instruct.f16.gguf | 3 ++ 15 files changed, 153 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 starcoder2-3b-instruct.IQ4_XS.gguf create mode 100644 starcoder2-3b-instruct.Q2_K.gguf create mode 100644 starcoder2-3b-instruct.Q3_K_L.gguf create mode 100644 starcoder2-3b-instruct.Q3_K_M.gguf create mode 100644 starcoder2-3b-instruct.Q3_K_S.gguf create mode 100644 starcoder2-3b-instruct.Q4_0_4_4.gguf create mode 100644 starcoder2-3b-instruct.Q4_K_M.gguf create mode 100644 starcoder2-3b-instruct.Q4_K_S.gguf create mode 100644 starcoder2-3b-instruct.Q5_K_M.gguf create mode 100644 starcoder2-3b-instruct.Q5_K_S.gguf create mode 100644 starcoder2-3b-instruct.Q6_K.gguf create mode 100644 starcoder2-3b-instruct.Q8_0.gguf create mode 100644 starcoder2-3b-instruct.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 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+starcoder2-3b-instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +starcoder2-3b-instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +starcoder2-3b-instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +starcoder2-3b-instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +starcoder2-3b-instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +starcoder2-3b-instruct.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..252f937 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: zzzmahesh/starcoder2-3b-instruct +language: +- en +library_name: transformers +license: bigcode-openrail-m +quantized_by: mradermacher +tags: +- code +- starcoder2 +--- +## About + + + + + + +static quants of https://huggingface.co/zzzmahesh/starcoder2-3b-instruct + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/starcoder2-3b-instruct-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/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q2_K.gguf) | Q2_K | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q3_K_S.gguf) | Q3_K_S | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.IQ4_XS.gguf) | IQ4_XS | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q4_0_4_4.gguf) | Q4_0_4_4 | 1.8 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q5_K_S.gguf) | Q5_K_S | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.Q8_0.gguf) | Q8_0 | 3.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/starcoder2-3b-instruct-GGUF/resolve/main/starcoder2-3b-instruct.f16.gguf) | f16 | 6.2 | 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/starcoder2-3b-instruct.IQ4_XS.gguf b/starcoder2-3b-instruct.IQ4_XS.gguf new file mode 100644 index 0000000..0101f7c --- /dev/null +++ b/starcoder2-3b-instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c41f0b10eef93a56a2e6d595b3d65eafc361ee7bb76515e304f041946504874f +size 1680250848 diff --git a/starcoder2-3b-instruct.Q2_K.gguf b/starcoder2-3b-instruct.Q2_K.gguf new file mode 100644 index 0000000..ba437a4 --- /dev/null +++ b/starcoder2-3b-instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f20600ce8dbabee15174ee8be39e4004aa79ec9af638537459f9cb80faf3e8ff +size 1223505888 diff --git a/starcoder2-3b-instruct.Q3_K_L.gguf b/starcoder2-3b-instruct.Q3_K_L.gguf new file mode 100644 index 0000000..b72778d --- /dev/null +++ b/starcoder2-3b-instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2af21c28d22f4d3792cdae59db3f80df21c2ab43b93830f0f2588c9c4d890787 +size 1737574368 diff --git a/starcoder2-3b-instruct.Q3_K_M.gguf b/starcoder2-3b-instruct.Q3_K_M.gguf new file mode 100644 index 0000000..944af64 --- /dev/null +++ b/starcoder2-3b-instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:312e1ebe06652454d056966065c2ff347c9bcfe17c6aa46a9fb31b415025a46a +size 1562593248 diff --git a/starcoder2-3b-instruct.Q3_K_S.gguf b/starcoder2-3b-instruct.Q3_K_S.gguf new file mode 100644 index 0000000..c23b059 --- /dev/null +++ b/starcoder2-3b-instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63ec5612dcdb324da17daaa7cb9ef07ded69f2ff9892e78906939498973c9350 +size 1366538208 diff --git a/starcoder2-3b-instruct.Q4_0_4_4.gguf b/starcoder2-3b-instruct.Q4_0_4_4.gguf new file mode 100644 index 0000000..d804d57 --- /dev/null +++ b/starcoder2-3b-instruct.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ae742be192802231a970ac1c4eab8c0b200b052694643a6ecbd71ad2f561684 +size 1748817888 diff --git a/starcoder2-3b-instruct.Q4_K_M.gguf b/starcoder2-3b-instruct.Q4_K_M.gguf new file mode 100644 index 0000000..e9eb7ef --- /dev/null +++ b/starcoder2-3b-instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da20c0fd105d44924a8b24e049f80822274dbd6d18b2704f956d4d4a2e288562 +size 1887905760 diff --git a/starcoder2-3b-instruct.Q4_K_S.gguf b/starcoder2-3b-instruct.Q4_K_S.gguf new file mode 100644 index 0000000..394ec34 --- /dev/null +++ b/starcoder2-3b-instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11dfb03894bce9ac6cba40db75d31872d7e3dc1faa3b5a8e4e5a93afd2679da4 +size 1763366880 diff --git a/starcoder2-3b-instruct.Q5_K_M.gguf b/starcoder2-3b-instruct.Q5_K_M.gguf new file mode 100644 index 0000000..c2171aa --- /dev/null +++ b/starcoder2-3b-instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f759d904c5d370b5d5be9bf42827a48187ebade9503eff3229760ff5390098d +size 2180261856 diff --git a/starcoder2-3b-instruct.Q5_K_S.gguf b/starcoder2-3b-instruct.Q5_K_S.gguf new file mode 100644 index 0000000..117150c --- /dev/null +++ b/starcoder2-3b-instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd6fe2783175a4e0734e94ebc48ea47e5c95287fe468d598d613b7a5a2862ea5 +size 2108610528 diff --git a/starcoder2-3b-instruct.Q6_K.gguf b/starcoder2-3b-instruct.Q6_K.gguf new file mode 100644 index 0000000..e42a4be --- /dev/null +++ b/starcoder2-3b-instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b64d61bbec2d68a6b5463f010c4c68eb7ac0397264e8b4a3d1ec4d72d26abc10 +size 2490890208 diff --git a/starcoder2-3b-instruct.Q8_0.gguf b/starcoder2-3b-instruct.Q8_0.gguf new file mode 100644 index 0000000..d865e3e --- /dev/null +++ b/starcoder2-3b-instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c5f678340e03394a8c3c6d54f2bc2d2320901dcb575045d4fc2c8b0e625ab38 +size 3224557536 diff --git a/starcoder2-3b-instruct.f16.gguf b/starcoder2-3b-instruct.f16.gguf new file mode 100644 index 0000000..954cb37 --- /dev/null +++ b/starcoder2-3b-instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd6a2abea30a2a23fe9560ba03a35da0e3e6e4a56fab0bda4788770a08ab24e3 +size 6064560096