From 9e6637fc5a5b0908188914e4c3a16948ce9339cc Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 8 Oct 2026 07:12:18 +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/TinySolar-248m-4k-py-instruct-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++ README.md | 64 +++++++++++++++++++++++ TinySolar-248m-4k-py-instruct.IQ4_XS.gguf | 3 ++ TinySolar-248m-4k-py-instruct.Q2_K.gguf | 3 ++ TinySolar-248m-4k-py-instruct.Q3_K_L.gguf | 3 ++ TinySolar-248m-4k-py-instruct.Q3_K_M.gguf | 3 ++ TinySolar-248m-4k-py-instruct.Q3_K_S.gguf | 3 ++ TinySolar-248m-4k-py-instruct.Q4_K_M.gguf | 3 ++ TinySolar-248m-4k-py-instruct.Q4_K_S.gguf | 3 ++ TinySolar-248m-4k-py-instruct.Q5_K_M.gguf | 3 ++ TinySolar-248m-4k-py-instruct.Q5_K_S.gguf | 3 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+TinySolar-248m-4k-py-instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinySolar-248m-4k-py-instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinySolar-248m-4k-py-instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinySolar-248m-4k-py-instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinySolar-248m-4k-py-instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinySolar-248m-4k-py-instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TinySolar-248m-4k-py-instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TinySolar-248m-4k-py-instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..43da75f --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: upstage/TinySolar-248m-4k-py-instruct +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/upstage/TinySolar-248m-4k-py-instruct + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/TinySolar-248m-4k-py-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/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q2_K.gguf) | Q2_K | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q3_K_S.gguf) | Q3_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q3_K_M.gguf) | Q3_K_M | 0.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q3_K_L.gguf) | Q3_K_L | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.IQ4_XS.gguf) | IQ4_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q4_K_S.gguf) | Q4_K_S | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q4_K_M.gguf) | Q4_K_M | 0.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q5_K_S.gguf) | Q5_K_S | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q5_K_M.gguf) | Q5_K_M | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q6_K.gguf) | Q6_K | 0.3 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.Q8_0.gguf) | Q8_0 | 0.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TinySolar-248m-4k-py-instruct-GGUF/resolve/main/TinySolar-248m-4k-py-instruct.f16.gguf) | f16 | 0.6 | 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/TinySolar-248m-4k-py-instruct.IQ4_XS.gguf b/TinySolar-248m-4k-py-instruct.IQ4_XS.gguf new file mode 100644 index 0000000..7ca1e1f --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:704f697b2d799767b0418d3c07449b795baed7f0e522b9b21ca96eb97029ab4b +size 143190016 diff --git a/TinySolar-248m-4k-py-instruct.Q2_K.gguf b/TinySolar-248m-4k-py-instruct.Q2_K.gguf new file mode 100644 index 0000000..1022647 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e03c0f9446b4038a48d429785ff95904bb8c0350050d2a6aab227b4f8af0bc1b +size 105453568 diff --git a/TinySolar-248m-4k-py-instruct.Q3_K_L.gguf b/TinySolar-248m-4k-py-instruct.Q3_K_L.gguf new file mode 100644 index 0000000..046df17 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0da9bfd0b3c8a3e25fa8e0450fc442842f1f6ae9127403ea26c16c0f435749cb +size 137216000 diff --git a/TinySolar-248m-4k-py-instruct.Q3_K_M.gguf b/TinySolar-248m-4k-py-instruct.Q3_K_M.gguf new file mode 100644 index 0000000..b0aa288 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f6457fddf2d635ef565dcdbb3b8447692deb7916a68d018026977ba2ca770b7 +size 129024000 diff --git a/TinySolar-248m-4k-py-instruct.Q3_K_S.gguf b/TinySolar-248m-4k-py-instruct.Q3_K_S.gguf new file mode 100644 index 0000000..92dd720 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21fd880ca4b38c4033eb8ded69680329068d4c73f87b580ec348ea6ffc725b8d +size 120184832 diff --git a/TinySolar-248m-4k-py-instruct.Q4_K_M.gguf b/TinySolar-248m-4k-py-instruct.Q4_K_M.gguf new file mode 100644 index 0000000..5542c26 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc25dc1c2a1a7942c9dd9789f612dee8d1180e2589beaf318db501902943ad32 +size 155662336 diff --git a/TinySolar-248m-4k-py-instruct.Q4_K_S.gguf b/TinySolar-248m-4k-py-instruct.Q4_K_S.gguf new file mode 100644 index 0000000..f557fb6 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11fe0b56d3e08ed00def38ce107abb132b84a5286e7bf032cea20a2c782525c8 +size 149424128 diff --git a/TinySolar-248m-4k-py-instruct.Q5_K_M.gguf b/TinySolar-248m-4k-py-instruct.Q5_K_M.gguf new file mode 100644 index 0000000..b3fe5d4 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dece389967ec90d5d69b98f8004bc75d98ab08f63e8b62ebc5544c834b7521b6 +size 179222528 diff --git a/TinySolar-248m-4k-py-instruct.Q5_K_S.gguf b/TinySolar-248m-4k-py-instruct.Q5_K_S.gguf new file mode 100644 index 0000000..b01e6c6 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28ba52b263ba9ea14e4e353ccaab8bc1afaed739cd6c94ae47e2679614197382 +size 175671296 diff --git a/TinySolar-248m-4k-py-instruct.Q6_K.gguf b/TinySolar-248m-4k-py-instruct.Q6_K.gguf new file mode 100644 index 0000000..11b7bc7 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ccd1795b870c8750dd362e402392ccd0605a28c2ed04ea460dc070d460b7581 +size 204255232 diff --git a/TinySolar-248m-4k-py-instruct.Q8_0.gguf b/TinySolar-248m-4k-py-instruct.Q8_0.gguf new file mode 100644 index 0000000..db78957 --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21ac93f6d23e5cd942b090b42ea2f6063f299523cfd99a596488c10d73692f36 +size 264314880 diff --git a/TinySolar-248m-4k-py-instruct.f16.gguf b/TinySolar-248m-4k-py-instruct.f16.gguf new file mode 100644 index 0000000..577104a --- /dev/null +++ b/TinySolar-248m-4k-py-instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73f5324ce552b03a0c825009973fbfac2c01ac5103bde4d52bb543125c97e64e +size 496803840