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RichardErkhov/diffusionfamily_-_diffullama-gguf
diffusionfamily_-_diffullama-gguf is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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.gguf79.9 GB · 100%
From the Hugging Face model README
Quantization made by Richard Erkhov.
diffullama - GGUF
| Name | Quant method | Size |
|---|---|---|
| diffullama.Q2_K.gguf | Q2_K | 2.36GB |
| diffullama.Q3_K_S.gguf | Q3_K_S | 2.75GB |
| diffullama.Q3_K.gguf | Q3_K | 3.07GB |
| diffullama.Q3_K_M.gguf | Q3_K_M | 3.07GB |
| diffullama.Q3_K_L.gguf | Q3_K_L | 3.35GB |
| diffullama.IQ4_XS.gguf | IQ4_XS | 3.4GB |
| diffullama.Q4_0.gguf | Q4_0 | 3.56GB |
| diffullama.IQ4_NL.gguf | IQ4_NL | 3.58GB |
| diffullama.Q4_K_S.gguf | Q4_K_S | 3.59GB |
| diffullama.Q4_K.gguf | Q4_K | 3.8GB |
| diffullama.Q4_K_M.gguf | Q4_K_M | 3.8GB |
| diffullama.Q4_1.gguf | Q4_1 | 3.95GB |
| diffullama.Q5_0.gguf | Q5_0 | 4.33GB |
| diffullama.Q5_K_S.gguf | Q5_K_S | 4.33GB |
| diffullama.Q5_K.gguf | Q5_K | 4.45GB |
| diffullama.Q5_K_M.gguf | Q5_K_M | 4.45GB |
| diffullama.Q5_1.gguf | Q5_1 | 4.72GB |
| diffullama.Q6_K.gguf | Q6_K | 5.15GB |
| diffullama.Q8_0.gguf | Q8_0 | 6.67GB |
library_name: transformers base_model:
This model is a fine-tuned version of [llama2].
Details and model loading can be seen https://github.com/HKUNLP/DiffuLLaMA.
@misc{gong2024scalingdiffusionlanguagemodels,
title={Scaling Diffusion Language Models via Adaptation from Autoregressive Models},
author={Shansan Gong and Shivam Agarwal and Yizhe Zhang and Jiacheng Ye and Lin Zheng and Mukai Li and Chenxin An and Peilin Zhao and Wei Bi and Jiawei Han and Hao Peng and Lingpeng Kong},
year={2024},
eprint={2410.17891},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2410.17891},
}