commit 04afae32a2cfa1ed3b6aa5ae52606eb964b58dff Author: ModelHub XC Date: Fri Sep 25 03:44:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/epstein-llama-3.2-3B-v2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..1489e12 --- /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 +epstein-llama-3.2-3B-v2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +epstein-llama-3.2-3B-v2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..d827bfd --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: nyanya3/epstein-llama-3.2-3B-v2 +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/nyanya3/epstein-llama-3.2-3B-v2 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#epstein-llama-3.2-3B-v2-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/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/epstein-llama-3.2-3B-v2-GGUF/resolve/main/epstein-llama-3.2-3B-v2.f16.gguf) | f16 | 6.5 | 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/epstein-llama-3.2-3B-v2.IQ4_XS.gguf b/epstein-llama-3.2-3B-v2.IQ4_XS.gguf new file mode 100644 index 0000000..dfac9c2 --- /dev/null +++ b/epstein-llama-3.2-3B-v2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c23e3f91f65f9b62e30f74bfe06ae9a16cd1ba943c19b4b44611ccd50ed48d49 +size 1840906880 diff --git a/epstein-llama-3.2-3B-v2.Q2_K.gguf b/epstein-llama-3.2-3B-v2.Q2_K.gguf new file mode 100644 index 0000000..a4276a9 --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c517aa316276c3a31e0323616ce6c5532d39e4f645f9568d572a5bc577109aaa +size 1363935872 diff --git a/epstein-llama-3.2-3B-v2.Q3_K_L.gguf b/epstein-llama-3.2-3B-v2.Q3_K_L.gguf new file mode 100644 index 0000000..ed67968 --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a398232f1f7931b06c007b4d1d58c5be8f872835e40457f9a83728ebca1a95c3 +size 1815347840 diff --git a/epstein-llama-3.2-3B-v2.Q3_K_M.gguf b/epstein-llama-3.2-3B-v2.Q3_K_M.gguf new file mode 100644 index 0000000..06a7d64 --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d4e5620a4da2f627818d81990e5a5cb9eba05c2b7311f221132f61bc642ea0a +size 1687159424 diff --git a/epstein-llama-3.2-3B-v2.Q3_K_S.gguf b/epstein-llama-3.2-3B-v2.Q3_K_S.gguf new file mode 100644 index 0000000..ffb78c8 --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:724112e0d6e09e687210cdffb6d57c6db8bf58a8a6feff3de478a0e6f5421100 +size 1542849152 diff --git a/epstein-llama-3.2-3B-v2.Q4_K_M.gguf b/epstein-llama-3.2-3B-v2.Q4_K_M.gguf new file mode 100644 index 0000000..b62fd2d --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d08f8d2a51207b1e6f4dd34c07061b5030e1b8662d32e674572bce5c907635f +size 2019377792 diff --git a/epstein-llama-3.2-3B-v2.Q4_K_S.gguf b/epstein-llama-3.2-3B-v2.Q4_K_S.gguf new file mode 100644 index 0000000..4d9630c --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc9b6856481492a8329555fd3f014aeab6bf21b061458d04623eb2de33b1d6c9 +size 1928200832 diff --git a/epstein-llama-3.2-3B-v2.Q5_K_M.gguf b/epstein-llama-3.2-3B-v2.Q5_K_M.gguf new file mode 100644 index 0000000..db230ce --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7516cafec7181c2093b2025d699b05a681cda961cdcaeba033c24016c26ba7aa +size 2322154112 diff --git a/epstein-llama-3.2-3B-v2.Q5_K_S.gguf b/epstein-llama-3.2-3B-v2.Q5_K_S.gguf new file mode 100644 index 0000000..b5ef277 --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a2bb7c91bad2b17c16a4c1dabfce019531ad4e8409598763a8a2ef1cb388c0e +size 2269512320 diff --git a/epstein-llama-3.2-3B-v2.Q6_K.gguf b/epstein-llama-3.2-3B-v2.Q6_K.gguf new file mode 100644 index 0000000..08c60ae --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:986eef84cbf6239fe9aaf2d0e925460e6aecc54b040c94e5a55edbb13532a40f +size 2643853952 diff --git a/epstein-llama-3.2-3B-v2.Q8_0.gguf b/epstein-llama-3.2-3B-v2.Q8_0.gguf new file mode 100644 index 0000000..c86639d --- /dev/null +++ b/epstein-llama-3.2-3B-v2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05b719d5362cdfa2ad5c69bc53d123e4c6209cf2d39d2e101592a33ec0b2f9c4 +size 3421899392 diff --git a/epstein-llama-3.2-3B-v2.f16.gguf b/epstein-llama-3.2-3B-v2.f16.gguf new file mode 100644 index 0000000..b4c11aa --- /dev/null +++ b/epstein-llama-3.2-3B-v2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5171bcf503b603b894485ad8eef610c8eeb5faab84c3ec5a465c0857c70af551 +size 6433688192