From c537fc0333c212f47fbca8bacdd5357f17433717 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 8 Jul 2026 15:45:12 +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/flowertune-llm-tinyllama-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++ README.md | 70 ++++++++++++++++++++++++++++ flowertune-llm-tinyllama.IQ4_XS.gguf | 3 ++ flowertune-llm-tinyllama.Q2_K.gguf | 3 ++ flowertune-llm-tinyllama.Q3_K_L.gguf | 3 ++ flowertune-llm-tinyllama.Q3_K_M.gguf | 3 ++ flowertune-llm-tinyllama.Q3_K_S.gguf | 3 ++ flowertune-llm-tinyllama.Q4_K_M.gguf | 3 ++ flowertune-llm-tinyllama.Q4_K_S.gguf | 3 ++ flowertune-llm-tinyllama.Q5_K_M.gguf | 3 ++ flowertune-llm-tinyllama.Q5_K_S.gguf | 3 ++ flowertune-llm-tinyllama.Q6_K.gguf | 3 ++ flowertune-llm-tinyllama.Q8_0.gguf | 3 ++ flowertune-llm-tinyllama.f16.gguf | 3 ++ 14 files changed, 153 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 flowertune-llm-tinyllama.IQ4_XS.gguf create mode 100644 flowertune-llm-tinyllama.Q2_K.gguf create mode 100644 flowertune-llm-tinyllama.Q3_K_L.gguf create mode 100644 flowertune-llm-tinyllama.Q3_K_M.gguf create mode 100644 flowertune-llm-tinyllama.Q3_K_S.gguf create mode 100644 flowertune-llm-tinyllama.Q4_K_M.gguf create mode 100644 flowertune-llm-tinyllama.Q4_K_S.gguf create mode 100644 flowertune-llm-tinyllama.Q5_K_M.gguf create mode 100644 flowertune-llm-tinyllama.Q5_K_S.gguf create mode 100644 flowertune-llm-tinyllama.Q6_K.gguf create mode 100644 flowertune-llm-tinyllama.Q8_0.gguf create mode 100644 flowertune-llm-tinyllama.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..66a518e --- /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 +flowertune-llm-tinyllama.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +flowertune-llm-tinyllama.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..52e7022 --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +--- +base_model: layonsan/flowertune-llm-tinyllama +datasets: +- 4DR1455/finance_questions +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/layonsan/flowertune-llm-tinyllama + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#flowertune-llm-tinyllama-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/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q2_K.gguf) | Q2_K | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q3_K_S.gguf) | Q3_K_S | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q3_K_M.gguf) | Q3_K_M | 0.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q3_K_L.gguf) | Q3_K_L | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.IQ4_XS.gguf) | IQ4_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q4_K_S.gguf) | Q4_K_S | 0.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q4_K_M.gguf) | Q4_K_M | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q5_K_S.gguf) | Q5_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q5_K_M.gguf) | Q5_K_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q6_K.gguf) | Q6_K | 1.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.Q8_0.gguf) | Q8_0 | 1.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/flowertune-llm-tinyllama-GGUF/resolve/main/flowertune-llm-tinyllama.f16.gguf) | f16 | 2.3 | 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/flowertune-llm-tinyllama.IQ4_XS.gguf b/flowertune-llm-tinyllama.IQ4_XS.gguf new file mode 100644 index 0000000..364022b --- /dev/null +++ b/flowertune-llm-tinyllama.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96c1d807b8d4a4dff097dcd08f4879748c4545ee645d983ce3405e5226437251 +size 609808800 diff --git a/flowertune-llm-tinyllama.Q2_K.gguf b/flowertune-llm-tinyllama.Q2_K.gguf new file mode 100644 index 0000000..09520d5 --- /dev/null +++ b/flowertune-llm-tinyllama.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8efed170ff0ff0367f6f14b02de64139405cb4375d76dd0ca31500547c323e4 +size 432132512 diff --git a/flowertune-llm-tinyllama.Q3_K_L.gguf b/flowertune-llm-tinyllama.Q3_K_L.gguf new file mode 100644 index 0000000..291e12a --- /dev/null +++ b/flowertune-llm-tinyllama.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59f80153def9f6852a93edaf419d665e751abdbef3de5e8e282563725198932f +size 591528352 diff --git a/flowertune-llm-tinyllama.Q3_K_M.gguf b/flowertune-llm-tinyllama.Q3_K_M.gguf new file mode 100644 index 0000000..d8c9ffe --- /dev/null +++ b/flowertune-llm-tinyllama.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a613bcb8737fa65ca1e0c7e2007f0eed538efe24817a4c909bbf3209ccd91fe +size 548405664 diff --git a/flowertune-llm-tinyllama.Q3_K_S.gguf b/flowertune-llm-tinyllama.Q3_K_S.gguf new file mode 100644 index 0000000..ff346f6 --- /dev/null +++ b/flowertune-llm-tinyllama.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf74699006f8a2c7f617f143b0390253b738cd4f383516d7abefe7adffd0aa83 +size 499343776 diff --git a/flowertune-llm-tinyllama.Q4_K_M.gguf b/flowertune-llm-tinyllama.Q4_K_M.gguf new file mode 100644 index 0000000..d916521 --- /dev/null +++ b/flowertune-llm-tinyllama.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f735190491c4d64958a603622ffdd237ebb44079ce7a4c09ac31a379793c612c +size 667816352 diff --git a/flowertune-llm-tinyllama.Q4_K_S.gguf b/flowertune-llm-tinyllama.Q4_K_S.gguf new file mode 100644 index 0000000..e83edfe --- /dev/null +++ b/flowertune-llm-tinyllama.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4fb3291e089a9a1e49b8a0bcb2bfd0706158c0c35d7e9ec47afb9405e4ab3f75 +size 639873440 diff --git a/flowertune-llm-tinyllama.Q5_K_M.gguf b/flowertune-llm-tinyllama.Q5_K_M.gguf new file mode 100644 index 0000000..e92368b --- /dev/null +++ b/flowertune-llm-tinyllama.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a9f74ecd1caab3793240d2f8d3caee032746fbb1b4abf508171c5080b002d54 +size 782045600 diff --git a/flowertune-llm-tinyllama.Q5_K_S.gguf b/flowertune-llm-tinyllama.Q5_K_S.gguf new file mode 100644 index 0000000..a6740f4 --- /dev/null +++ b/flowertune-llm-tinyllama.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be523af269e28dfe884179e12e0125a50865d85c437c881b03ad867ca82131ae +size 766030240 diff --git a/flowertune-llm-tinyllama.Q6_K.gguf b/flowertune-llm-tinyllama.Q6_K.gguf new file mode 100644 index 0000000..2d51579 --- /dev/null +++ b/flowertune-llm-tinyllama.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f86148e4676fdcb02fae7e3de7a63011f3cc5e1697ce6c317cc7061dd60f235 +size 903414176 diff --git a/flowertune-llm-tinyllama.Q8_0.gguf b/flowertune-llm-tinyllama.Q8_0.gguf new file mode 100644 index 0000000..64849b1 --- /dev/null +++ b/flowertune-llm-tinyllama.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4478b023f0c33b1d614da3a88736830be378ea288b47336491ddd7d0d175018 +size 1169809824 diff --git a/flowertune-llm-tinyllama.f16.gguf b/flowertune-llm-tinyllama.f16.gguf new file mode 100644 index 0000000..083d2e5 --- /dev/null +++ b/flowertune-llm-tinyllama.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5f66f6ae663e90842714a0cae925b25e912f876712c78b5d792b382589439142 +size 2201018784