commit 22bbe1b0f9ab3adda1283a8ca203d0eee4fe40e1 Author: ModelHub XC Date: Thu Jun 11 10:32:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/XMAiNframe-instruct-10.5b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..0d987ee --- /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 +XMAiNframe-instruct-10.5b.f16.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +XMAiNframe-instruct-10.5b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..8b6a1eb --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: Fsoft-AIC/XMAiNframe-instruct-10.5b +datasets: +- Fsoft-AIC/MainframeBench +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- code +--- +## About + + + + + + +static quants of https://huggingface.co/Fsoft-AIC/XMAiNframe-instruct-10.5b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#XMAiNframe-instruct-10.5b-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/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q2_K.gguf) | Q2_K | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q3_K_S.gguf) | Q3_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q3_K_M.gguf) | Q3_K_M | 5.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q3_K_L.gguf) | Q3_K_L | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.IQ4_XS.gguf) | IQ4_XS | 5.9 | | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q4_K_S.gguf) | Q4_K_S | 6.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q4_K_M.gguf) | Q4_K_M | 6.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q5_K_S.gguf) | Q5_K_S | 7.4 | | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q5_K_M.gguf) | Q5_K_M | 7.6 | | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q6_K.gguf) | Q6_K | 8.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.Q8_0.gguf) | Q8_0 | 11.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/XMAiNframe-instruct-10.5b-GGUF/resolve/main/XMAiNframe-instruct-10.5b.f16.gguf) | f16 | 21.2 | 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/XMAiNframe-instruct-10.5b.IQ4_XS.gguf b/XMAiNframe-instruct-10.5b.IQ4_XS.gguf new file mode 100644 index 0000000..01fb462 --- /dev/null +++ b/XMAiNframe-instruct-10.5b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1f3f6d9d36276ea96585833d42482c4fef4b1ed3af4f7b0dacb49863a9c1e4c +size 5775310240 diff --git a/XMAiNframe-instruct-10.5b.Q2_K.gguf b/XMAiNframe-instruct-10.5b.Q2_K.gguf new file mode 100644 index 0000000..a74bd4d --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d992ab647cf9314f6138ef57082c8814f0d59e34dae761026370bc8d5b38854 +size 4058070432 diff --git a/XMAiNframe-instruct-10.5b.Q3_K_L.gguf b/XMAiNframe-instruct-10.5b.Q3_K_L.gguf new file mode 100644 index 0000000..bcec362 --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1e8e84c1d7f0f7788cd6bbb6d5140a802a7a080701fc5073183a5c802eb8c89 +size 5677071776 diff --git a/XMAiNframe-instruct-10.5b.Q3_K_M.gguf b/XMAiNframe-instruct-10.5b.Q3_K_M.gguf new file mode 100644 index 0000000..b5ca9cc --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:207996a0d8b7660041812bef1325d2dff814fc614e56076628b1eea637d09174 +size 5226315168 diff --git a/XMAiNframe-instruct-10.5b.Q3_K_S.gguf b/XMAiNframe-instruct-10.5b.Q3_K_S.gguf new file mode 100644 index 0000000..539318d --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:878f837e557a01dd297416013b4f73bf9f74ac8a6f47f27f1d76fa999e32880b +size 4703862176 diff --git a/XMAiNframe-instruct-10.5b.Q4_K_M.gguf b/XMAiNframe-instruct-10.5b.Q4_K_M.gguf new file mode 100644 index 0000000..6096be3 --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:865967106418978c0fdcefa205692e132951020062bec1b37d951cff30406629 +size 6432505248 diff --git a/XMAiNframe-instruct-10.5b.Q4_K_S.gguf b/XMAiNframe-instruct-10.5b.Q4_K_S.gguf new file mode 100644 index 0000000..f98e6fc --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60d1af3f92844e4418bffc640f7a948e893b33b3b8abf8f4cfdd80779bad440f +size 6091914656 diff --git a/XMAiNframe-instruct-10.5b.Q5_K_M.gguf b/XMAiNframe-instruct-10.5b.Q5_K_M.gguf new file mode 100644 index 0000000..c8b0979 --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2402a051b3ae359fefd023dbb4a8525bc067306f0b2a22ce14a8a257d208829f +size 7513587104 diff --git a/XMAiNframe-instruct-10.5b.Q5_K_S.gguf b/XMAiNframe-instruct-10.5b.Q5_K_S.gguf new file mode 100644 index 0000000..dc511f6 --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:145cb5174fe017628c2dc03432072084cb43483987d6d27766ff120d9786916f +size 7316389280 diff --git a/XMAiNframe-instruct-10.5b.Q6_K.gguf b/XMAiNframe-instruct-10.5b.Q6_K.gguf new file mode 100644 index 0000000..041e386 --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:002b481daa02ae03886f7f28b42adcec8418a296c0abb35eed9242e325d6bd1c +size 8662236576 diff --git a/XMAiNframe-instruct-10.5b.Q8_0.gguf b/XMAiNframe-instruct-10.5b.Q8_0.gguf new file mode 100644 index 0000000..66986fa --- /dev/null +++ b/XMAiNframe-instruct-10.5b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:773207752fb310f1f6bc47be9f239a449413bea08b2b31e9473217782115c52a +size 11218009504 diff --git a/XMAiNframe-instruct-10.5b.f16.gguf b/XMAiNframe-instruct-10.5b.f16.gguf new file mode 100644 index 0000000..19b96de --- /dev/null +++ b/XMAiNframe-instruct-10.5b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:245217b88e5e67b8dd1fb9e7cc831cb1c5f5db47a83163276d7675f571035443 +size 21111324064