From 09d5314c45992c4d6f7f2a0af8e2c5d61a6dd852 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 9 Sep 2026 04:59:16 +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/sakthai-plus-1.5b-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++ README.md | 94 +++++++++++++++++++++++++++++++++++ sakthai-plus-1.5b.IQ4_XS.gguf | 3 ++ sakthai-plus-1.5b.Q2_K.gguf | 3 ++ sakthai-plus-1.5b.Q3_K_L.gguf | 3 ++ sakthai-plus-1.5b.Q3_K_M.gguf | 3 ++ sakthai-plus-1.5b.Q3_K_S.gguf | 3 ++ sakthai-plus-1.5b.Q4_K_M.gguf | 3 ++ sakthai-plus-1.5b.Q4_K_S.gguf | 3 ++ sakthai-plus-1.5b.Q5_K_M.gguf | 3 ++ sakthai-plus-1.5b.Q5_K_S.gguf | 3 ++ sakthai-plus-1.5b.Q6_K.gguf | 3 ++ sakthai-plus-1.5b.Q8_0.gguf | 3 ++ sakthai-plus-1.5b.f16.gguf | 3 ++ 14 files changed, 177 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 sakthai-plus-1.5b.IQ4_XS.gguf create mode 100644 sakthai-plus-1.5b.Q2_K.gguf create mode 100644 sakthai-plus-1.5b.Q3_K_L.gguf create mode 100644 sakthai-plus-1.5b.Q3_K_M.gguf create mode 100644 sakthai-plus-1.5b.Q3_K_S.gguf create mode 100644 sakthai-plus-1.5b.Q4_K_M.gguf create mode 100644 sakthai-plus-1.5b.Q4_K_S.gguf create mode 100644 sakthai-plus-1.5b.Q5_K_M.gguf create mode 100644 sakthai-plus-1.5b.Q5_K_S.gguf create mode 100644 sakthai-plus-1.5b.Q6_K.gguf create mode 100644 sakthai-plus-1.5b.Q8_0.gguf create mode 100644 sakthai-plus-1.5b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a15b828 --- /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 +sakthai-plus-1.5b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +sakthai-plus-1.5b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..f9dc268 --- /dev/null +++ b/README.md @@ -0,0 +1,94 @@ +--- +base_model: Nanthasit/sakthai-plus-1.5b +datasets: +- Nanthasit/sakthai-combined-v11 +- Nanthasit/SimpleToolCalling +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- qwen2.5 +- sakthai +- house-of-sak +- tool-calling +- function-calling +- agent +- instruct +- finetuned +- sft +- merged +- conversational +- assistant +- safetensors +- cpu-inference +- rsLoRA +- benchmark +- eval-results +- llama-cpp +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Nanthasit/sakthai-plus-1.5b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#sakthai-plus-1.5b-GGUF).*** + +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/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q3_K_M.gguf) | Q3_K_M | 0.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q4_K_S.gguf) | Q4_K_S | 1.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q5_K_S.gguf) | Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q5_K_M.gguf) | Q5_K_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q6_K.gguf) | Q6_K | 1.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.Q8_0.gguf) | Q8_0 | 1.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/sakthai-plus-1.5b-GGUF/resolve/main/sakthai-plus-1.5b.f16.gguf) | f16 | 3.2 | 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. + + diff --git a/sakthai-plus-1.5b.IQ4_XS.gguf b/sakthai-plus-1.5b.IQ4_XS.gguf new file mode 100644 index 0000000..9ee50ea --- /dev/null +++ b/sakthai-plus-1.5b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d2b00b51e6d30f9e721fdb9506872ed6eb046749199deed26a2ed12d0a09c08 +size 902184000 diff --git a/sakthai-plus-1.5b.Q2_K.gguf b/sakthai-plus-1.5b.Q2_K.gguf new file mode 100644 index 0000000..ed9425c --- /dev/null +++ b/sakthai-plus-1.5b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70c2bd8a21bc02d42c3104d4736595dd1830754267f4553d45b4ecdb3171272e +size 676305984 diff --git a/sakthai-plus-1.5b.Q3_K_L.gguf b/sakthai-plus-1.5b.Q3_K_L.gguf new file mode 100644 index 0000000..2a2dd40 --- /dev/null +++ b/sakthai-plus-1.5b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7dbc7b7ea94db43fc5b62db324b6810ec014536577e6723cc1cb8475578ba77d +size 880163904 diff --git a/sakthai-plus-1.5b.Q3_K_M.gguf b/sakthai-plus-1.5b.Q3_K_M.gguf new file mode 100644 index 0000000..d566416 --- /dev/null +++ b/sakthai-plus-1.5b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6412a507cb0295895fef4980c5656e21b10b0575eba6dcb731d0c7ffd1421e88 +size 824179776 diff --git a/sakthai-plus-1.5b.Q3_K_S.gguf b/sakthai-plus-1.5b.Q3_K_S.gguf new file mode 100644 index 0000000..0737623 --- /dev/null +++ b/sakthai-plus-1.5b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db9a6287634b1146d0fe773c20b0f3a3841af579a7db14661a64385d594b3e45 +size 760945728 diff --git a/sakthai-plus-1.5b.Q4_K_M.gguf b/sakthai-plus-1.5b.Q4_K_M.gguf new file mode 100644 index 0000000..4f5f45e --- /dev/null +++ b/sakthai-plus-1.5b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9fb563a909590691ac572bfb6c7b0efb1e9896c70fb490efb945715a850ae46 +size 986049600 diff --git a/sakthai-plus-1.5b.Q4_K_S.gguf b/sakthai-plus-1.5b.Q4_K_S.gguf new file mode 100644 index 0000000..3a7bbe9 --- /dev/null +++ b/sakthai-plus-1.5b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0be9670c25194978e7e603fd003685f56a57ab16d2f2830844e0fa3afec2b084 +size 940313664 diff --git a/sakthai-plus-1.5b.Q5_K_M.gguf b/sakthai-plus-1.5b.Q5_K_M.gguf new file mode 100644 index 0000000..e21d285 --- /dev/null +++ b/sakthai-plus-1.5b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49109424626e78afab721b54c3857845a9f002db251c3907e26b3a8f100490bd +size 1125051456 diff --git a/sakthai-plus-1.5b.Q5_K_S.gguf b/sakthai-plus-1.5b.Q5_K_S.gguf new file mode 100644 index 0000000..dd7ef7c --- /dev/null +++ b/sakthai-plus-1.5b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ddb7342d747f697a6ba243f991615415584e12eb0d576950895f2e159b728ed1 +size 1098730560 diff --git a/sakthai-plus-1.5b.Q6_K.gguf b/sakthai-plus-1.5b.Q6_K.gguf new file mode 100644 index 0000000..ffb8c9f --- /dev/null +++ b/sakthai-plus-1.5b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4a65b03d917a40626e954f30e06547241bb35c85a0c6c83b4babef94fedf6d7 +size 1272740928 diff --git a/sakthai-plus-1.5b.Q8_0.gguf b/sakthai-plus-1.5b.Q8_0.gguf new file mode 100644 index 0000000..25ceb42 --- /dev/null +++ b/sakthai-plus-1.5b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:983eb969d9942e279c90219639b845297c4d37a29191e40ae3fad5e46cbb712f +size 1646574144 diff --git a/sakthai-plus-1.5b.f16.gguf b/sakthai-plus-1.5b.f16.gguf new file mode 100644 index 0000000..525357a --- /dev/null +++ b/sakthai-plus-1.5b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e58914f60f289e2645e1d892371619676d4974ad4ef240793e89c120adf73e7d +size 3093670464