commit 55bfd4affb4eb642e8e1182bc63a6e427b9af9b6 Author: ModelHub XC Date: Sun Sep 27 19:03:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/samantha-7b-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c4a1b43 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +samantha-7b.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..480ef5c --- /dev/null +++ b/README.md @@ -0,0 +1,83 @@ +--- +base_model: QuixiAI/samantha-7b +datasets: +- ehartford/samantha-data +language: +- en +library_name: transformers +license: other +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/QuixiAI/samantha-7b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#samantha-7b-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/samantha-7b-GGUF +## 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/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ1_S.gguf) | i1-IQ1_S | 1.6 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ1_M.gguf) | i1-IQ1_M | 1.8 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ2_S.gguf) | i1-IQ2_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.4 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ2_M.gguf) | i1-IQ2_M | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q2_K.gguf) | i1-Q2_K | 2.6 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ3_S.gguf) | i1-IQ3_S | 3.0 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.0 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ3_M.gguf) | i1-IQ3_M | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.4 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-IQ4_NL.gguf) | i1-IQ4_NL | 3.9 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q4_0.gguf) | i1-Q4_0 | 3.9 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.0 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q4_1.gguf) | i1-Q4_1 | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/samantha-7b-i1-GGUF/resolve/main/samantha-7b.i1-Q6_K.gguf) | i1-Q6_K | 5.6 | practically like static Q6_K | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..1930e4a --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50ae2ce1a62d84aa185fa6aef6d230d0017f30f58bc80ffe2aca3a9d2d52f497 +size 4562173 diff --git a/samantha-7b.i1-IQ1_M.gguf b/samantha-7b.i1-IQ1_M.gguf new file mode 100644 index 0000000..adb9bd8 --- /dev/null +++ b/samantha-7b.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:763827b614bd6c296d4bb9b18935bbd079c56a87be0b82596b5aa7ec268d9f9d +size 1650971616 diff --git a/samantha-7b.i1-IQ1_S.gguf b/samantha-7b.i1-IQ1_S.gguf new file mode 100644 index 0000000..cc6805b --- /dev/null +++ b/samantha-7b.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8601a732aad81d502c45a058fbe2cf8838eb7c20c4aed2250a76ce854a7ba635 +size 1528583136 diff --git a/samantha-7b.i1-IQ2_M.gguf b/samantha-7b.i1-IQ2_M.gguf new file mode 100644 index 0000000..5035a2c --- /dev/null +++ b/samantha-7b.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4eadb4bf82ca92b81a62f9609715c276c791599adb2a2925734a02c33019b01b +size 2359751648 diff --git a/samantha-7b.i1-IQ2_S.gguf b/samantha-7b.i1-IQ2_S.gguf new file mode 100644 index 0000000..b098925 --- /dev/null +++ b/samantha-7b.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f352849cea2a3da9afe3288edd63356c2f03ce8bd9a2d09c13cb8c5afff2da3 +size 2196567008 diff --git a/samantha-7b.i1-IQ2_XS.gguf b/samantha-7b.i1-IQ2_XS.gguf new file mode 100644 index 0000000..bb472a5 --- /dev/null +++ b/samantha-7b.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7009f4490efa8193c233b2a3274dea32296f0b1dd2deef3e2d3fa6ec17b8e627 +size 2034914272 diff --git a/samantha-7b.i1-IQ2_XXS.gguf b/samantha-7b.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..82e9c83 --- /dev/null +++ b/samantha-7b.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1b1522f93c4e994eaed240116f18f78f4e505f52cc0d7dbf5f122251f219700 +size 1854952416 diff --git a/samantha-7b.i1-IQ3_M.gguf b/samantha-7b.i1-IQ3_M.gguf new file mode 100644 index 0000000..e4473f1 --- /dev/null +++ b/samantha-7b.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4d86fb9b56dea9d6b05245c29991aa55c63a640721100e407dbb5cbc90ba03c +size 3114865632 diff --git a/samantha-7b.i1-IQ3_S.gguf b/samantha-7b.i1-IQ3_S.gguf new file mode 100644 index 0000000..38ec96a --- /dev/null +++ b/samantha-7b.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8b7c4875e94fb4c45a9fb76a15162ac9a7f970999b34ce8e04fc3416edd7365 +size 2948305888 diff --git a/samantha-7b.i1-IQ3_XS.gguf b/samantha-7b.i1-IQ3_XS.gguf new file mode 100644 index 0000000..df83bd9 --- /dev/null +++ b/samantha-7b.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45768d911ea93f01a9ab241f62dcc3b5815daf56734d186da85c9ffddc5ab25b +size 2796524512 diff --git a/samantha-7b.i1-IQ3_XXS.gguf b/samantha-7b.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..880d4c6 --- /dev/null +++ b/samantha-7b.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8002216404b9bd5bff97e858a5d61efb81ce713987dd59fe4ac97aca2ac9b70 +size 2585392096 diff --git a/samantha-7b.i1-IQ4_NL.gguf b/samantha-7b.i1-IQ4_NL.gguf new file mode 100644 index 0000000..36e4b88 --- /dev/null +++ b/samantha-7b.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f33831ad64a9a0e4ee58732d1752a06412f986a76468bd4f8470ab21ba9fbea +size 3825808352 diff --git a/samantha-7b.i1-IQ4_XS.gguf b/samantha-7b.i1-IQ4_XS.gguf new file mode 100644 index 0000000..13228da --- /dev/null +++ b/samantha-7b.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c4fff1b3763220b5d1919203f5ec9ea9d3a466f6a0d5e5c74c5948fed094c963 +size 3619337184 diff --git a/samantha-7b.i1-Q2_K.gguf b/samantha-7b.i1-Q2_K.gguf new file mode 100644 index 0000000..1e588d6 --- /dev/null +++ b/samantha-7b.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:766cc6da42fcc48dfc13ccc7cf260ac6868f1ff0debd294a684afddbed5b2b1b +size 2532864992 diff --git a/samantha-7b.i1-Q2_K_S.gguf b/samantha-7b.i1-Q2_K_S.gguf new file mode 100644 index 0000000..91e5844 --- /dev/null +++ b/samantha-7b.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99ef8022dcf0ce7c886e893d6f56dc45bdf12a2d878b8cff07488362d830d1c1 +size 2319545312 diff --git a/samantha-7b.i1-Q3_K_L.gguf b/samantha-7b.i1-Q3_K_L.gguf new file mode 100644 index 0000000..be29121 --- /dev/null +++ b/samantha-7b.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c94583a6c092a34e6212e603169b245e54d5076902b5f5210a4e061b13266862 +size 3597112288 diff --git a/samantha-7b.i1-Q3_K_M.gguf b/samantha-7b.i1-Q3_K_M.gguf new file mode 100644 index 0000000..23d0867 --- /dev/null +++ b/samantha-7b.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01a290c61a7b48d9d480b5e29d8aefa039148cdd049b9a02a100aaf1ab96582a +size 3298005984 diff --git a/samantha-7b.i1-Q3_K_S.gguf b/samantha-7b.i1-Q3_K_S.gguf new file mode 100644 index 0000000..cbdb452 --- /dev/null +++ b/samantha-7b.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a8281b9c9ef2aeded1799f2988d4bd094b9c490741eb86c581e3ad2e175c7d5 +size 2948305888 diff --git a/samantha-7b.i1-Q4_0.gguf b/samantha-7b.i1-Q4_0.gguf new file mode 100644 index 0000000..1e2e7e5 --- /dev/null +++ b/samantha-7b.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0e1004d0747148e329149e2eaf70f0b039f8aced165d90eea8a942b38e67989 +size 3837080544 diff --git a/samantha-7b.i1-Q4_1.gguf b/samantha-7b.i1-Q4_1.gguf new file mode 100644 index 0000000..81c8bed --- /dev/null +++ b/samantha-7b.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f1369f00736fcbcd5948fd5ed83152195911d75553460ed59f09000676ec6ff +size 4238750688 diff --git a/samantha-7b.i1-Q4_K_M.gguf b/samantha-7b.i1-Q4_K_M.gguf new file mode 100644 index 0000000..73f086b --- /dev/null +++ b/samantha-7b.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e8f3f5916c0efeb4ec8cbb4c53d49bf50f03fd475b89b891298add890b08259 +size 4081005536 diff --git a/samantha-7b.i1-Q4_K_S.gguf b/samantha-7b.i1-Q4_K_S.gguf new file mode 100644 index 0000000..6366887 --- /dev/null +++ b/samantha-7b.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24e128742d6cf147fb42a94fb2675268e23e3b4f9f3cb9ed8c786179a57db29e +size 3856741344 diff --git a/samantha-7b.i1-Q5_K_M.gguf b/samantha-7b.i1-Q5_K_M.gguf new file mode 100644 index 0000000..d4eb976 --- /dev/null +++ b/samantha-7b.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ef968425eae6349cf43b4a8548cff85933d9ea46c77fe31f5945a6fedeffd90 +size 4783158240 diff --git a/samantha-7b.i1-Q5_K_S.gguf b/samantha-7b.i1-Q5_K_S.gguf new file mode 100644 index 0000000..c788d79 --- /dev/null +++ b/samantha-7b.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df564551aa0865f6599fdddb2ed8139c4c2ca4cb352603bb8b16c52c97b4695e +size 4651693024 diff --git a/samantha-7b.i1-Q6_K.gguf b/samantha-7b.i1-Q6_K.gguf new file mode 100644 index 0000000..ab2f440 --- /dev/null +++ b/samantha-7b.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3317446925be5bf5a9a1885380d4f5518d52c33dc29de8ab770fdc56309547f +size 5529195488