commit 679095d485f549759c28612fa048a5387702e2aa Author: ModelHub XC Date: Tue Jun 2 11:20:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/BeagleLake-7B-Toxic-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6e6f79d --- /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 +BeagleLake-7B-Toxic.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.f16.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BeagleLake-7B-Toxic.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/BeagleLake-7B-Toxic.IQ4_XS.gguf b/BeagleLake-7B-Toxic.IQ4_XS.gguf new file mode 100644 index 0000000..3bb41ce --- /dev/null +++ b/BeagleLake-7B-Toxic.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c113cdd7b6be32d4344c8a3fb81ac5f4dff6f0d2898c7a01c4f8926ea8ab7a4 +size 3944390336 diff --git a/BeagleLake-7B-Toxic.Q2_K.gguf b/BeagleLake-7B-Toxic.Q2_K.gguf new file mode 100644 index 0000000..2273a2c --- /dev/null +++ b/BeagleLake-7B-Toxic.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd0f15e54677f3b3eff006ae2dfa17e56d076e6c7f634370f465fc45ed23163b +size 2719243968 diff --git a/BeagleLake-7B-Toxic.Q3_K_L.gguf b/BeagleLake-7B-Toxic.Q3_K_L.gguf new file mode 100644 index 0000000..9028198 --- /dev/null +++ b/BeagleLake-7B-Toxic.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:066346b3fb46412176cd91793defa22505cbd14d775adb7199251f891a9916ce +size 3822026432 diff --git a/BeagleLake-7B-Toxic.Q3_K_M.gguf b/BeagleLake-7B-Toxic.Q3_K_M.gguf new file mode 100644 index 0000000..7b94cdc --- /dev/null +++ b/BeagleLake-7B-Toxic.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:272e3ac33897a3aa19272491b44c9503a25df39affa9cd06068f46dfac79632e +size 3518987968 diff --git a/BeagleLake-7B-Toxic.Q3_K_S.gguf b/BeagleLake-7B-Toxic.Q3_K_S.gguf new file mode 100644 index 0000000..3a66cc7 --- /dev/null +++ b/BeagleLake-7B-Toxic.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50ef72948be85ded54f38083578ffcbe9f579bf7d6b65322f43ed2710f0c4fff +size 3164569280 diff --git a/BeagleLake-7B-Toxic.Q4_K_M.gguf b/BeagleLake-7B-Toxic.Q4_K_M.gguf new file mode 100644 index 0000000..5992551 --- /dev/null +++ b/BeagleLake-7B-Toxic.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60be244d603d6f6cdb5cb0f7a6ff8081be60179573854404c0bbcc2178716485 +size 4368441024 diff --git a/BeagleLake-7B-Toxic.Q4_K_S.gguf b/BeagleLake-7B-Toxic.Q4_K_S.gguf new file mode 100644 index 0000000..3c0c109 --- /dev/null +++ b/BeagleLake-7B-Toxic.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e70d75ee8a58f380cc8806acbfab579e6b6774315fded86c336a2c611e2f97c5 +size 4140375744 diff --git a/BeagleLake-7B-Toxic.Q5_K_M.gguf b/BeagleLake-7B-Toxic.Q5_K_M.gguf new file mode 100644 index 0000000..06762dc --- /dev/null +++ b/BeagleLake-7B-Toxic.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdcf2368de551c4ce010096d403155390a10c10e8714d87cc2dddc3339214b58 +size 5131411136 diff --git a/BeagleLake-7B-Toxic.Q5_K_S.gguf b/BeagleLake-7B-Toxic.Q5_K_S.gguf new file mode 100644 index 0000000..7cc1e17 --- /dev/null +++ b/BeagleLake-7B-Toxic.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b76ae93dee02bb25f865d5b2b9bffb39d644c49efb2bf54bb5aef9d1ba81b916 +size 4997717696 diff --git a/BeagleLake-7B-Toxic.Q6_K.gguf b/BeagleLake-7B-Toxic.Q6_K.gguf new file mode 100644 index 0000000..f3e662e --- /dev/null +++ b/BeagleLake-7B-Toxic.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da044f799163a9a3d16a33ca2de5a246bf294affba361f3632bd0f99623fd90b +size 5942066880 diff --git a/BeagleLake-7B-Toxic.Q8_0.gguf b/BeagleLake-7B-Toxic.Q8_0.gguf new file mode 100644 index 0000000..586100d --- /dev/null +++ b/BeagleLake-7B-Toxic.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0aba68c72051d0aaec51e9716ffb3046d667866ce020920af2695f24fda2e074 +size 7695859392 diff --git a/BeagleLake-7B-Toxic.f16.gguf b/BeagleLake-7B-Toxic.f16.gguf new file mode 100644 index 0000000..afaad55 --- /dev/null +++ b/BeagleLake-7B-Toxic.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fad3136589bc63d4148d3a666750183c8158419103f510efd4753331f0849b85 +size 14484733632 diff --git a/README.md b/README.md new file mode 100644 index 0000000..7f969df --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: fhai50032/BeagleLake-7B-Toxic +datasets: +- Undi95/toxic-dpo-v0.1-NoWarning +- NobodyExistsOnTheInternet/ToxicQAFinal +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- mistral +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/fhai50032/BeagleLake-7B-Toxic + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-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/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/BeagleLake-7B-Toxic-GGUF/resolve/main/BeagleLake-7B-Toxic.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. + +