commit dcb492d634d70d5df9fe51c6b26582989772ea4d Author: ModelHub XC Date: Thu Jul 9 21:36:11 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e1f5880 --- /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 +synoema-coder-3b-v6-0.1.0a3.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +synoema-coder-3b-v6-0.1.0a3.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..470c2d2 --- /dev/null +++ b/README.md @@ -0,0 +1,80 @@ +--- +base_model: delimitter/synoema-coder-3b-v6-0.1.0a3 +datasets: +- custom +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- synoema +- code-generation +- functional-programming +- qlora +- fine-tuned +--- +## About + + + + + + + + + +static quants of https://huggingface.co/delimitter/synoema-coder-3b-v6-0.1.0a3 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#synoema-coder-3b-v6-0.1.0a3-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/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q2_K.gguf) | Q2_K | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/synoema-coder-3b-v6-0.1.0a3-GGUF/resolve/main/synoema-coder-3b-v6-0.1.0a3.f16.gguf) | f16 | 6.3 | 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/synoema-coder-3b-v6-0.1.0a3.IQ4_XS.gguf b/synoema-coder-3b-v6-0.1.0a3.IQ4_XS.gguf new file mode 100644 index 0000000..cfc0fdb --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9992fdb37c2d6302ae05de0a75cd048cbcdd6d16ce168f9697cb7523b556179 +size 1753185824 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q2_K.gguf b/synoema-coder-3b-v6-0.1.0a3.Q2_K.gguf new file mode 100644 index 0000000..6689e7f --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f821d04ea6e379c53df58a064afd72ccac421b6b577ff2672c9230449856770d +size 1274756640 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q3_K_L.gguf b/synoema-coder-3b-v6-0.1.0a3.Q3_K_L.gguf new file mode 100644 index 0000000..2f4ddd7 --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:586a8a524946652f887b0471fec5fdd7d70b8fb0d43ac3903980e658b288edd4 +size 1707392544 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q3_K_M.gguf b/synoema-coder-3b-v6-0.1.0a3.Q3_K_M.gguf new file mode 100644 index 0000000..a134d29 --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3644d76c12a08ddc2b256dbe1269b3bf1f4bcf2090806c6a755ad636ffc50967 +size 1590476320 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q3_K_S.gguf b/synoema-coder-3b-v6-0.1.0a3.Q3_K_S.gguf new file mode 100644 index 0000000..483239a --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13893bb595223588a7d0d7f84d9e0e680c6bef47f1bd35ec0cc7779e4fd4e96d +size 1454358048 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q4_K_M.gguf b/synoema-coder-3b-v6-0.1.0a3.Q4_K_M.gguf new file mode 100644 index 0000000..bac91f9 --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c3b5e995c0601a159e25a80cc030795b6882388cbe02d86b5b405362e33b8d8 +size 1929903648 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q4_K_S.gguf b/synoema-coder-3b-v6-0.1.0a3.Q4_K_S.gguf new file mode 100644 index 0000000..b16cff5 --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a61e3a9928d9d7c77790cd8e9d47d80c194af5c4658569b9b48cafc7cd4e96f2 +size 1834384928 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q5_K_M.gguf b/synoema-coder-3b-v6-0.1.0a3.Q5_K_M.gguf new file mode 100644 index 0000000..60b0830 --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2b84db44ba18c440ccfdd76d080fe298aba6c2afe02e8517e81624354ae9220 +size 2224815648 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q5_K_S.gguf b/synoema-coder-3b-v6-0.1.0a3.Q5_K_S.gguf new file mode 100644 index 0000000..18206bd --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b282d55e9fc41d90dbb4a6e3da9890f6f55ed6c840529bb85f1d5bec30dbed9 +size 2169667104 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q6_K.gguf b/synoema-coder-3b-v6-0.1.0a3.Q6_K.gguf new file mode 100644 index 0000000..a0de10c --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a5b0b3ad46557761932dca3f8f0c2f1c5ca2afc48aac47bda744e5f3575be21 +size 2538159648 diff --git a/synoema-coder-3b-v6-0.1.0a3.Q8_0.gguf b/synoema-coder-3b-v6-0.1.0a3.Q8_0.gguf new file mode 100644 index 0000000..2cfb088 --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b555302c506a9c8f354bf69992513924bafc3da2b19c4eb7dfe0e7ba358a609c +size 3285476896 diff --git a/synoema-coder-3b-v6-0.1.0a3.f16.gguf b/synoema-coder-3b-v6-0.1.0a3.f16.gguf new file mode 100644 index 0000000..42473c4 --- /dev/null +++ b/synoema-coder-3b-v6-0.1.0a3.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d2af026828e1c28b14c0b7fe437b86185c37292a14e99e8b693529beb3505c2 +size 6178317856