commit 38c52ae783027b44b6661fa570df9a64c0653797 Author: ModelHub XC Date: Fri Apr 10 21:32:58 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/TinyStories_Qwen3_0.6B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a8f1653 --- /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 +TinyStories_Qwen3_0.6B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TinyStories_Qwen3_0.6B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..a4cf023 --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: DngBack/TinyStories_Qwen3_0.6B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- unsloth +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/DngBack/TinyStories_Qwen3_0.6B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#TinyStories_Qwen3_0.6B-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/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.Q8_0.gguf) | Q8_0 | 0.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TinyStories_Qwen3_0.6B-GGUF/resolve/main/TinyStories_Qwen3_0.6B.f16.gguf) | f16 | 1.3 | 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/TinyStories_Qwen3_0.6B.IQ4_XS.gguf b/TinyStories_Qwen3_0.6B.IQ4_XS.gguf new file mode 100644 index 0000000..f88b599 --- /dev/null +++ b/TinyStories_Qwen3_0.6B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3db94cb9b8bc19ace005ecc5adf13262f315ec2f74f226ee963e7b496f7591a +size 369273888 diff --git a/TinyStories_Qwen3_0.6B.Q2_K.gguf b/TinyStories_Qwen3_0.6B.Q2_K.gguf new file mode 100644 index 0000000..3370dcd --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:27bc15221ebc4523ddaa1b3c3ec0543141befd2b97278816655842c4b8c22037 +size 296234016 diff --git a/TinyStories_Qwen3_0.6B.Q3_K_L.gguf b/TinyStories_Qwen3_0.6B.Q3_K_L.gguf new file mode 100644 index 0000000..aa72838 --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dfe1940fb69a4fd5da8464d5ca15f35fa2d219ae0f5f4618c0b78ecf09316f48 +size 368487456 diff --git a/TinyStories_Qwen3_0.6B.Q3_K_M.gguf b/TinyStories_Qwen3_0.6B.Q3_K_M.gguf new file mode 100644 index 0000000..1b03225 --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc54a8d048c1a246c1af81314f79a5288855c0beb76cdeaa6462ed1efebb1765 +size 347122720 diff --git a/TinyStories_Qwen3_0.6B.Q3_K_S.gguf b/TinyStories_Qwen3_0.6B.Q3_K_S.gguf new file mode 100644 index 0000000..02448ea --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:971ef31eb8853d7652d1a15e39b11a9142cefefd816bbca049a9541747ec211b +size 323071008 diff --git a/TinyStories_Qwen3_0.6B.Q4_K_M.gguf b/TinyStories_Qwen3_0.6B.Q4_K_M.gguf new file mode 100644 index 0000000..89f52f6 --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:926831e008c60ef9fcd3ad31d76afd78e01d45e6275565c641734bef3889eae1 +size 396700704 diff --git a/TinyStories_Qwen3_0.6B.Q4_K_S.gguf b/TinyStories_Qwen3_0.6B.Q4_K_S.gguf new file mode 100644 index 0000000..1ea317d --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:939b804be4d9d17730927570ff8358f0857b81be4887bf0721234d07757f8ffd +size 383265824 diff --git a/TinyStories_Qwen3_0.6B.Q5_K_M.gguf b/TinyStories_Qwen3_0.6B.Q5_K_M.gguf new file mode 100644 index 0000000..98e60f3 --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4e6f2b37fb5abf137749f13c0a9927fad2cf8ea1a53dee38831a40a89568fe6 +size 444410912 diff --git a/TinyStories_Qwen3_0.6B.Q5_K_S.gguf b/TinyStories_Qwen3_0.6B.Q5_K_S.gguf new file mode 100644 index 0000000..58ddbce --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb797d610f7fbb5a6bec6767efdeae31032e02556709bbc6c2bfb1d81a3b003f +size 436612128 diff --git a/TinyStories_Qwen3_0.6B.Q6_K.gguf b/TinyStories_Qwen3_0.6B.Q6_K.gguf new file mode 100644 index 0000000..d42050e --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8f8aff9935a9954aa745b928d1c9b7b488fddebde2dbb175d071ef4e53855c5 +size 495103008 diff --git a/TinyStories_Qwen3_0.6B.Q8_0.gguf b/TinyStories_Qwen3_0.6B.Q8_0.gguf new file mode 100644 index 0000000..0938e4f --- /dev/null +++ b/TinyStories_Qwen3_0.6B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a54a97598771d98818203acdf876416d7cb00b3e02095df3e0d74c7ade72afb +size 639442976 diff --git a/TinyStories_Qwen3_0.6B.f16.gguf b/TinyStories_Qwen3_0.6B.f16.gguf new file mode 100644 index 0000000..477dd9c --- /dev/null +++ b/TinyStories_Qwen3_0.6B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12dc0dfd0bd37535bbe9dad9391ff6c3e37958139dfc07ad81de2db7b954e86b +size 1198178336