commit 5286f706733dee7059ebdcf91cb4f0b6cd553567 Author: ModelHub XC Date: Thu Jul 23 01:37:09 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/NeuralStock-7B-v3-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8448f9a --- /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 +NeuralStock-7B-v3.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.f16.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralStock-7B-v3.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/NeuralStock-7B-v3.IQ4_XS.gguf b/NeuralStock-7B-v3.IQ4_XS.gguf new file mode 100644 index 0000000..87a194a --- /dev/null +++ b/NeuralStock-7B-v3.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b32ba65b9908393371f9053006fdf8112d9821622d91f7141c52860dd85c0f3d +size 3944389632 diff --git a/NeuralStock-7B-v3.Q2_K.gguf b/NeuralStock-7B-v3.Q2_K.gguf new file mode 100644 index 0000000..0f293e9 --- /dev/null +++ b/NeuralStock-7B-v3.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:015d157bea3cb94a8cf4ec103572cc830e0c8b8454ff55365a09732a6bcb5073 +size 2719243264 diff --git a/NeuralStock-7B-v3.Q3_K_L.gguf b/NeuralStock-7B-v3.Q3_K_L.gguf new file mode 100644 index 0000000..0910754 --- /dev/null +++ b/NeuralStock-7B-v3.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69a8ad16d6f7cc17bb8b19f6883380556ae6b472be6258e224c083179b6f8d7c +size 3822025728 diff --git a/NeuralStock-7B-v3.Q3_K_M.gguf b/NeuralStock-7B-v3.Q3_K_M.gguf new file mode 100644 index 0000000..76b950f --- /dev/null +++ b/NeuralStock-7B-v3.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85daadfe7aef25346fe8df1fcdf141fd59139b6f357d25717c21338f9c3c0182 +size 3518987264 diff --git a/NeuralStock-7B-v3.Q3_K_S.gguf b/NeuralStock-7B-v3.Q3_K_S.gguf new file mode 100644 index 0000000..97693c2 --- /dev/null +++ b/NeuralStock-7B-v3.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44981f1cd20d866a3b7a88e25fad5bfd30409780bbe5b422b67512db1c02ee27 +size 3164568576 diff --git a/NeuralStock-7B-v3.Q4_K_M.gguf b/NeuralStock-7B-v3.Q4_K_M.gguf new file mode 100644 index 0000000..419d965 --- /dev/null +++ b/NeuralStock-7B-v3.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca9adc8234113949bcc5db73f93132d98c5a6e005895ec718ae6909dc27f57a8 +size 4368440320 diff --git a/NeuralStock-7B-v3.Q4_K_S.gguf b/NeuralStock-7B-v3.Q4_K_S.gguf new file mode 100644 index 0000000..caca453 --- /dev/null +++ b/NeuralStock-7B-v3.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43dbec614d64ff14f399ea43ee6a289099d9f6ba97324f62f156531b9c047af9 +size 4140375040 diff --git a/NeuralStock-7B-v3.Q5_K_M.gguf b/NeuralStock-7B-v3.Q5_K_M.gguf new file mode 100644 index 0000000..56a8e10 --- /dev/null +++ b/NeuralStock-7B-v3.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb0be8b05fd93e2cf17359dd703b3714e0fa7d17aaabe7200277d56d46ae24ec +size 5131410432 diff --git a/NeuralStock-7B-v3.Q5_K_S.gguf b/NeuralStock-7B-v3.Q5_K_S.gguf new file mode 100644 index 0000000..6665fec --- /dev/null +++ b/NeuralStock-7B-v3.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81e4fd2d97adcc7e1fb5bf6b01384c91c57c86396e2b6cb93abe7e80ec80411e +size 4997716992 diff --git a/NeuralStock-7B-v3.Q6_K.gguf b/NeuralStock-7B-v3.Q6_K.gguf new file mode 100644 index 0000000..cfc454c --- /dev/null +++ b/NeuralStock-7B-v3.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cffe8af2b504f27824dfcc4c31307125648cb0b40d1bd2962f817ab5d2ff0041 +size 5942066176 diff --git a/NeuralStock-7B-v3.Q8_0.gguf b/NeuralStock-7B-v3.Q8_0.gguf new file mode 100644 index 0000000..a2d2729 --- /dev/null +++ b/NeuralStock-7B-v3.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0598a3887fc00d2de09496b481aa1ab229daabfbaf325d8d283388d7e6aa9d85 +size 7695858688 diff --git a/NeuralStock-7B-v3.f16.gguf b/NeuralStock-7B-v3.f16.gguf new file mode 100644 index 0000000..5b5eb47 --- /dev/null +++ b/NeuralStock-7B-v3.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:004ae1b7b7edc83427ec30377cca863f8b09aa1de97beb222e92f144b8efc7c7 +size 14484732928 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ee65fb5 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: Kukedlc/NeuralStock-7B-v3 +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- merge +- mergekit +- lazymergekit +--- +## About + + + + + + +static quants of https://huggingface.co/Kukedlc/NeuralStock-7B-v3 + + +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/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralStock-7B-v3-GGUF/resolve/main/NeuralStock-7B-v3.f16.gguf) | f16 | 14.6 | 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. + +