mjm4dl_-_data_caption_price64_e4_cosine_sched-exl2

Quantization made by Richard Erkhov.

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data_caption_price64_e4_cosine_sched - EXL2

• Model creator: https://huggingface.co/mjm4dl/
• Original model: https://huggingface.co/mjm4dl/data_caption_price64_e4_cosine_sched/

Available sizes

| Branch | Bits | Description | | ----- | ---- | ------- | ------ | ------ | ------ | ------ | ------------ | | 8_0 | 8.0 | Maximum quality that ExLlamaV2 can produce, near unquantized performance. | | 6_5 | 6.5 | Very similar to 8.0, good tradeoff of size vs performance, recommended. | | 5_0 | 5.0 | Slightly lower quality vs 6.5, but usable on 8GB cards. | | 4_25 | 4.25 | GPTQ equivalent bits per weight, slightly higher quality. | | 3_5 | 3.5 | Lower quality, only use if you have to. |

Download instructions

With git:

git clone --single-branch --branch 6_5 https://huggingface.co/mjm4dl_-_data_caption_price64_e4_cosine_sched-exl2 data_caption_price64_e4_cosine_sched-6_5

With huggingface hub:

pip3 install huggingface-hub

To download a specific branch, use the --revision parameter. For example, to download the 6.5 bpw branch: Linux:

huggingface-cli download mjm4dl_-_data_caption_price64_e4_cosine_sched-exl2 --revision 6_5 --local-dir data_caption_price64_e4_cosine_sched-6_5 --local-dir-use-symlinks False

Windows (which apparently doesn't like _ in folders sometimes?):

huggingface-cli download mjm4dl_-_data_caption_price64_e4_cosine_sched-exl2 --revision 6_5 --local-dir data_caption_price64_e4_cosine_sched-6.5 --local-dir-use-symlinks False

Original model description:

base_model: unsloth/Qwen2.5-0.5B-Instruct language:

• en license: apache-2.0 tags:
• text-generation-inference
• transformers
• unsloth
• qwen2
• trl
• sft

---

Uploaded model

• Developed by: mjm4dl
• License: apache-2.0
• Finetuned from model : unsloth/Qwen2.5-0.5B-Instruct

This qwen2 model was trained 2x faster with Unsloth and Huggingface's TRL library.

<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>