commit 21a35207ab0f5ee513e371c72977b61186ed57d5 Author: ModelHub XC Date: Sun Sep 27 04:51:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/bagel-dpo-7b-v0.5-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..252b2d2 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,58 @@ +*.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 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merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +bagel-dpo-7b-v0.5.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..519bfe9 --- /dev/null +++ b/README.md @@ -0,0 +1,116 @@ +--- +base_model: jondurbin/bagel-dpo-7b-v0.5 +datasets: +- ai2_arc +- allenai/ultrafeedback_binarized_cleaned +- argilla/distilabel-intel-orca-dpo-pairs +- jondurbin/airoboros-3.2 +- codeparrot/apps +- facebook/belebele +- bluemoon-fandom-1-1-rp-cleaned +- boolq +- camel-ai/biology +- camel-ai/chemistry +- camel-ai/math +- camel-ai/physics +- jondurbin/contextual-dpo-v0.1 +- jondurbin/gutenberg-dpo-v0.1 +- jondurbin/py-dpo-v0.1 +- jondurbin/truthy-dpo-v0.1 +- LDJnr/Capybara +- jondurbin/cinematika-v0.1 +- WizardLM/WizardLM_evol_instruct_70k +- glaiveai/glaive-function-calling-v2 +- jondurbin/gutenberg-dpo-v0.1 +- grimulkan/LimaRP-augmented +- lmsys/lmsys-chat-1m +- ParisNeo/lollms_aware_dataset +- TIGER-Lab/MathInstruct +- Muennighoff/natural-instructions +- openbookqa +- kingbri/PIPPA-shareGPT +- piqa +- Vezora/Tested-22k-Python-Alpaca +- ropes +- cakiki/rosetta-code +- Open-Orca/SlimOrca +- b-mc2/sql-create-context +- squad_v2 +- mattpscott/airoboros-summarization +- migtissera/Synthia-v1.3 +- unalignment/toxic-dpo-v0.2 +- WhiteRabbitNeo/WRN-Chapter-1 +- WhiteRabbitNeo/WRN-Chapter-2 +- winogrande +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/jondurbin/bagel-dpo-7b-v0.5 + + +static quants are available at https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-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/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ1_S.gguf) | i1-IQ1_S | 1.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ1_M.gguf) | i1-IQ1_M | 1.9 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ2_S.gguf) | i1-IQ2_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ2_M.gguf) | i1-IQ2_M | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q2_K.gguf) | i1-Q2_K | 2.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.3 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ3_S.gguf) | i1-IQ3_S | 3.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ3_M.gguf) | i1-IQ3_M | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.6 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q4_0.gguf) | i1-Q4_0 | 4.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/bagel-dpo-7b-v0.5-i1-GGUF/resolve/main/bagel-dpo-7b-v0.5.i1-Q6_K.gguf) | i1-Q6_K | 6.0 | 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/bagel-dpo-7b-v0.5.i1-IQ1_M.gguf b/bagel-dpo-7b-v0.5.i1-IQ1_M.gguf new file mode 100644 index 0000000..9f3331d --- /dev/null +++ b/bagel-dpo-7b-v0.5.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72d23f7e336e793fb4e2f2d4bf1a9672791dc9a17ccaa19f5dcf5ad961decf6e +size 1754455392 diff --git a/bagel-dpo-7b-v0.5.i1-IQ1_S.gguf b/bagel-dpo-7b-v0.5.i1-IQ1_S.gguf new file mode 100644 index 0000000..2622b87 --- /dev/null +++ b/bagel-dpo-7b-v0.5.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7830d8843729c83d400669a302a1dea649ffcb055c3d4fcf34abe0fc1c830088 +size 1612111200 diff --git a/bagel-dpo-7b-v0.5.i1-IQ2_M.gguf b/bagel-dpo-7b-v0.5.i1-IQ2_M.gguf new file mode 100644 index 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