commit edde979c50a4fb163c4bd6b076f018dd21b3c165 Author: ModelHub XC Date: Mon Apr 20 15:38:06 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/SA-Coder-1.5B-Preview-v1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d9b58b6 --- /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 +SA-Coder-1.5B-Preview-v1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SA-Coder-1.5B-Preview-v1.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b9003e0 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: EpistemeAI/SADeepCoder-1.5B-Preview-v1 +datasets: +- UCSC-VLAA/STAR-1 +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- qwen2 +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/EpistemeAI/SADeepCoder-1.5B-Preview-v1 + + +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/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q2_K.gguf) | Q2_K | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q3_K_S.gguf) | Q3_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q3_K_M.gguf) | Q3_K_M | 1.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q3_K_L.gguf) | Q3_K_L | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.IQ4_XS.gguf) | IQ4_XS | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q4_K_S.gguf) | Q4_K_S | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q4_K_M.gguf) | Q4_K_M | 1.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q5_K_S.gguf) | Q5_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q5_K_M.gguf) | Q5_K_M | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q6_K.gguf) | Q6_K | 1.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.Q8_0.gguf) | Q8_0 | 2.0 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SA-Coder-1.5B-Preview-v1-GGUF/resolve/main/SA-Coder-1.5B-Preview-v1.f16.gguf) | f16 | 3.7 | 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/SA-Coder-1.5B-Preview-v1.IQ4_XS.gguf b/SA-Coder-1.5B-Preview-v1.IQ4_XS.gguf new file mode 100644 index 0000000..c69a341 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:289d817247ed0f261bc3e94ef56c53e6ba0d9b36ca0ace42450d4a57d9d31bc5 +size 1026163264 diff --git a/SA-Coder-1.5B-Preview-v1.Q2_K.gguf b/SA-Coder-1.5B-Preview-v1.Q2_K.gguf new file mode 100644 index 0000000..537611f --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcbcef2aad34d7f77419033c77435f9ccaed923d3866829d525e90640712031a +size 752881216 diff --git a/SA-Coder-1.5B-Preview-v1.Q3_K_L.gguf b/SA-Coder-1.5B-Preview-v1.Q3_K_L.gguf new file mode 100644 index 0000000..2b1b4b6 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a43fb43d82645bd90d9dabbdba982f0f21e018e8ce254c4a0668e7a8e3a082fd +size 980441152 diff --git a/SA-Coder-1.5B-Preview-v1.Q3_K_M.gguf b/SA-Coder-1.5B-Preview-v1.Q3_K_M.gguf new file mode 100644 index 0000000..3370b69 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a387e6d9ff41d98a12d89646592f1a564cb506dec0565a620ee1b07d20b5e709 +size 924457024 diff --git a/SA-Coder-1.5B-Preview-v1.Q3_K_S.gguf b/SA-Coder-1.5B-Preview-v1.Q3_K_S.gguf new file mode 100644 index 0000000..fbe6076 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ed034874e91cfeebc1d0f3559fb881175fe3e2fdf14f459aff4adff131b4014 +size 861222976 diff --git a/SA-Coder-1.5B-Preview-v1.Q4_K_M.gguf b/SA-Coder-1.5B-Preview-v1.Q4_K_M.gguf new file mode 100644 index 0000000..a8063b6 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87dd62304224c3692afa0becf99a6934148bb86951f527644bff9b39a2559ae0 +size 1117321792 diff --git a/SA-Coder-1.5B-Preview-v1.Q4_K_S.gguf b/SA-Coder-1.5B-Preview-v1.Q4_K_S.gguf new file mode 100644 index 0000000..5edc227 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4eba631ef96d8fc2693e35101f92897f95f9151dd29cf1f83f20935a64e6e9d4 +size 1071585856 diff --git a/SA-Coder-1.5B-Preview-v1.Q5_K_M.gguf b/SA-Coder-1.5B-Preview-v1.Q5_K_M.gguf new file mode 100644 index 0000000..1f02153 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64d80fde03453ee48d279bc38fa0ce29f366a2dfc8e862377fefe24b403015e8 +size 1285495360 diff --git a/SA-Coder-1.5B-Preview-v1.Q5_K_S.gguf b/SA-Coder-1.5B-Preview-v1.Q5_K_S.gguf new file mode 100644 index 0000000..d5e97b4 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55f7e04e9fa58d1bf9b2e2f91144dd5ee0471107816721a05d7ec3c7a392fa29 +size 1259174464 diff --git a/SA-Coder-1.5B-Preview-v1.Q6_K.gguf b/SA-Coder-1.5B-Preview-v1.Q6_K.gguf new file mode 100644 index 0000000..938fca3 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d22feb259c4c172395377e341164f929fa79fc705c5e56d19b6348e25faa4349 +size 1464179776 diff --git a/SA-Coder-1.5B-Preview-v1.Q8_0.gguf b/SA-Coder-1.5B-Preview-v1.Q8_0.gguf new file mode 100644 index 0000000..5d13710 --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:819c6f829d89e863097bc3a8637675903c1a53afd9d5fc0d36abe74637c49af3 +size 1894533184 diff --git a/SA-Coder-1.5B-Preview-v1.f16.gguf b/SA-Coder-1.5B-Preview-v1.f16.gguf new file mode 100644 index 0000000..b4e49dc --- /dev/null +++ b/SA-Coder-1.5B-Preview-v1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71111b0baa844ab3cd4a866af745c078e7d5051ee6042a4122019f684433e36e +size 3560417344