commit eeb8d4b723031c0bb109f85ea78f86961a9e4003 Author: ModelHub XC Date: Sun Jun 14 12:32:15 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/tinyllama-python-coder-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..0162434 --- /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 +tinyllama-python-coder.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +tinyllama-python-coder.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..a74c2c1 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: mohit7739/tinyllama-python-coder +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + + + + +static quants of https://huggingface.co/mohit7739/tinyllama-python-coder + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#tinyllama-python-coder-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/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q2_K.gguf) | Q2_K | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q3_K_S.gguf) | Q3_K_S | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q3_K_M.gguf) | Q3_K_M | 0.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q3_K_L.gguf) | Q3_K_L | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.IQ4_XS.gguf) | IQ4_XS | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q4_K_S.gguf) | Q4_K_S | 0.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q4_K_M.gguf) | Q4_K_M | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q5_K_S.gguf) | Q5_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q5_K_M.gguf) | Q5_K_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q6_K.gguf) | Q6_K | 1.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.Q8_0.gguf) | Q8_0 | 1.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/tinyllama-python-coder-GGUF/resolve/main/tinyllama-python-coder.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/tinyllama-python-coder.IQ4_XS.gguf b/tinyllama-python-coder.IQ4_XS.gguf new file mode 100644 index 0000000..8bbdcec --- /dev/null +++ b/tinyllama-python-coder.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3c636dc3fcb518a2e5dfa9043e81f97a986e84f38db5855c42feca440f7bcd0 +size 609807616 diff --git a/tinyllama-python-coder.Q2_K.gguf b/tinyllama-python-coder.Q2_K.gguf new file mode 100644 index 0000000..0771404 --- /dev/null +++ b/tinyllama-python-coder.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:09f213f1cad6ce99ad83e12ad72f0d7c0eac91c5ecb854e3962de236bb4977c1 +size 432131328 diff --git a/tinyllama-python-coder.Q3_K_L.gguf b/tinyllama-python-coder.Q3_K_L.gguf new file mode 100644 index 0000000..9345a31 --- /dev/null +++ b/tinyllama-python-coder.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e48be664efc303f8c484e482877294fa60046375bcd6bb05c779fa95ec048ed2 +size 591527168 diff --git a/tinyllama-python-coder.Q3_K_M.gguf b/tinyllama-python-coder.Q3_K_M.gguf new file mode 100644 index 0000000..d7e7a34 --- /dev/null +++ b/tinyllama-python-coder.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1dc5809d580fd9217d37b6e3c9bf963f3a44449ee1dd59967e89c250ba1e4767 +size 548404480 diff --git a/tinyllama-python-coder.Q3_K_S.gguf b/tinyllama-python-coder.Q3_K_S.gguf new file mode 100644 index 0000000..4e20e1f --- /dev/null +++ b/tinyllama-python-coder.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e23f3559e16b44d7e9b15c919995a7539288d33af6393d8e751b2044aa206fc +size 499342592 diff --git a/tinyllama-python-coder.Q4_K_M.gguf b/tinyllama-python-coder.Q4_K_M.gguf new file mode 100644 index 0000000..a2c1ffb --- /dev/null +++ b/tinyllama-python-coder.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4acff5a943e024faa3d01a6bc10f3be5e8973d269c53d60ecbd63f8f958de54e +size 667815168 diff --git a/tinyllama-python-coder.Q4_K_S.gguf b/tinyllama-python-coder.Q4_K_S.gguf new file mode 100644 index 0000000..2823c94 --- /dev/null +++ b/tinyllama-python-coder.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c32e9df89b5adb17c1b0f114d67aa96a5bdba986fc540ec4b26f707585c4efd +size 639872256 diff --git a/tinyllama-python-coder.Q5_K_M.gguf b/tinyllama-python-coder.Q5_K_M.gguf new file mode 100644 index 0000000..7d14eab --- /dev/null +++ b/tinyllama-python-coder.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ceed61d0c239cc8e96add23b12dd61b588f9a03de1d80974436f231fc4d4395f +size 782044416 diff --git a/tinyllama-python-coder.Q5_K_S.gguf b/tinyllama-python-coder.Q5_K_S.gguf new file mode 100644 index 0000000..c57c414 --- /dev/null +++ b/tinyllama-python-coder.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b3a7b465a85b255ca7e6b3792d8fb564fae9a25faed239c7dd1fc640de13f6f +size 766029056 diff --git a/tinyllama-python-coder.Q6_K.gguf b/tinyllama-python-coder.Q6_K.gguf new file mode 100644 index 0000000..2898293 --- /dev/null +++ b/tinyllama-python-coder.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2570e3a575e7acbd8709e0775d93c58cc3c8008527687afa2ce26cebda1a063d +size 903412992 diff --git a/tinyllama-python-coder.Q8_0.gguf b/tinyllama-python-coder.Q8_0.gguf new file mode 100644 index 0000000..8c8bf8e --- /dev/null +++ b/tinyllama-python-coder.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4a73300aab9aa944e353c4cd63b36b52a3fc3607c964118d4640b7b974ddc5b +size 1169808640 diff --git a/tinyllama-python-coder.f16.gguf b/tinyllama-python-coder.f16.gguf new file mode 100644 index 0000000..997dbf5 --- /dev/null +++ b/tinyllama-python-coder.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b311c40b8aee9014f7682603ed5e934074ddcec59c3663ef4332ef9bf4b2fab7 +size 2201017600