commit 1674fcb101499330a92824357423bf25da1de307 Author: ModelHub XC Date: Tue Jun 23 10:44:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Llama3.1-8B-PlumMath-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ddec6ad --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +Llama3.1-8B-PlumMath.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.f16.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.1-8B-PlumMath.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Llama3.1-8B-PlumMath.IQ3_M.gguf b/Llama3.1-8B-PlumMath.IQ3_M.gguf new file mode 100644 index 0000000..5dd32e2 --- /dev/null +++ b/Llama3.1-8B-PlumMath.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff1d58bb40d1145862f8d3699b41b20ac30db990283d86c022f5c11e2da4b5b7 +size 3784829728 diff --git a/Llama3.1-8B-PlumMath.IQ3_S.gguf b/Llama3.1-8B-PlumMath.IQ3_S.gguf new file mode 100644 index 0000000..93c06ab --- /dev/null +++ b/Llama3.1-8B-PlumMath.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84619281f16a569285aff56828e11af9140333cc4c811aa7bd6fe32a896dff9e +size 3682331424 diff --git a/Llama3.1-8B-PlumMath.IQ3_XS.gguf b/Llama3.1-8B-PlumMath.IQ3_XS.gguf new file mode 100644 index 0000000..2015d32 --- /dev/null +++ b/Llama3.1-8B-PlumMath.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ef290cb8bb50ac3c2bd6def9fb66db98293e8ca6f5718ced526b5a8846562ff +size 3518753568 diff --git a/Llama3.1-8B-PlumMath.IQ4_XS.gguf b/Llama3.1-8B-PlumMath.IQ4_XS.gguf new file mode 100644 index 0000000..0b82044 --- /dev/null +++ b/Llama3.1-8B-PlumMath.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1be90a79595f6f5b56561a8b57576105d170d55460a46c658a40b5bf7bc14515 +size 4484369184 diff --git a/Llama3.1-8B-PlumMath.Q2_K.gguf b/Llama3.1-8B-PlumMath.Q2_K.gguf new file mode 100644 index 0000000..1c4c00a --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:147d83c61f552c1ed2c13cf7340a8ee83f68efbc528673f7cbcbeaa50e761504 +size 3179137824 diff --git a/Llama3.1-8B-PlumMath.Q3_K_L.gguf b/Llama3.1-8B-PlumMath.Q3_K_L.gguf new file mode 100644 index 0000000..5e0d194 --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0b3472427fee8d15ceed54489e27b7197f2e8e3924f24d0a940c35208a3eae3 +size 4321962784 diff --git a/Llama3.1-8B-PlumMath.Q3_K_M.gguf b/Llama3.1-8B-PlumMath.Q3_K_M.gguf new file mode 100644 index 0000000..5005990 --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f966af2b0c6cd68f0d395d413275de32af2447e846d0edc529fa53e39b83f485 +size 4018924320 diff --git a/Llama3.1-8B-PlumMath.Q3_K_S.gguf b/Llama3.1-8B-PlumMath.Q3_K_S.gguf new file mode 100644 index 0000000..5363030 --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd797be795c414ec92d5fd67a5dea35c6f91352c0be1dcd6d766dd2d209692b5 +size 3664505632 diff --git a/Llama3.1-8B-PlumMath.Q4_K_M.gguf b/Llama3.1-8B-PlumMath.Q4_K_M.gguf new file mode 100644 index 0000000..3b38a9f --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81715ad2a37caac7580e301cde304ef8c7c3229b7c0b2d4c4100a2e2497509c4 +size 4920740640 diff --git a/Llama3.1-8B-PlumMath.Q4_K_S.gguf b/Llama3.1-8B-PlumMath.Q4_K_S.gguf new file mode 100644 index 0000000..fa67561 --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:642f79a37c9cbc4fcfcd3409841f04a5d9e24f35ecf090d71eb708c3e21b63b9 +size 4692675360 diff --git a/Llama3.1-8B-PlumMath.Q5_K_M.gguf b/Llama3.1-8B-PlumMath.Q5_K_M.gguf new file mode 100644 index 0000000..4faef02 --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a8cf35b024cac9287fd2415040fd1256e2d047371ee02337aed3c27ca6c2ab1 +size 5732993824 diff --git a/Llama3.1-8B-PlumMath.Q5_K_S.gguf b/Llama3.1-8B-PlumMath.Q5_K_S.gguf new file mode 100644 index 0000000..6a30c81 --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:701b27cf24bc5fe9511197a4c1de376e59e8cd1b8bea6ce66c09e3ce980d1e5a +size 5599300384 diff --git a/Llama3.1-8B-PlumMath.Q6_K.gguf b/Llama3.1-8B-PlumMath.Q6_K.gguf new file mode 100644 index 0000000..b1809d4 --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1acb2a7d7cebdc470fd196f17cbb8315a174d440cf7f6a558483f878269adb46 +size 6596012832 diff --git a/Llama3.1-8B-PlumMath.Q8_0.gguf b/Llama3.1-8B-PlumMath.Q8_0.gguf new file mode 100644 index 0000000..9c966d9 --- /dev/null +++ b/Llama3.1-8B-PlumMath.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fd6b7c15b075342e2b788bef940e2e8ac11be197cdc17b1d9dbc39abe63f40a +size 8540777248 diff --git a/Llama3.1-8B-PlumMath.f16.gguf b/Llama3.1-8B-PlumMath.f16.gguf new file mode 100644 index 0000000..9a97b7b --- /dev/null +++ b/Llama3.1-8B-PlumMath.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d057e1914bd2a349a67026e7e4fed2ec64ec89a54e5003815982a921fcf72f59 +size 16068897568 diff --git a/README.md b/README.md new file mode 100644 index 0000000..eedbb45 --- /dev/null +++ b/README.md @@ -0,0 +1,98 @@ +--- +base_model: sequelbox/Llama3.1-8B-PlumMath +language: +- en +library_name: transformers +license: llama3.1 +model_type: llama +quantized_by: mradermacher +tags: +- mergekit +- merge +- shining-valiant +- shining-valiant-2 +- cobalt +- plum +- valiant +- valiant-labs +- llama +- llama-3.1 +- llama-3.1-instruct +- llama-3.1-instruct-8b +- llama-3 +- llama-3-instruct +- llama-3-instruct-8b +- 8b +- math +- math-instruct +- science +- physics +- biology +- chemistry +- compsci +- computer-science +- engineering +- technical +- conversational +- chat +- instruct +--- +## About + + + + + + +static quants of https://huggingface.co/sequelbox/Llama3.1-8B-PlumMath + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-i1-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/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.IQ3_XS.gguf) | IQ3_XS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.IQ3_S.gguf) | IQ3_S | 3.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.IQ3_M.gguf) | IQ3_M | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.1-8B-PlumMath-GGUF/resolve/main/Llama3.1-8B-PlumMath.f16.gguf) | f16 | 16.2 | 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. + +