| --- |
| base_model: NousResearch/Meta-Llama-3-8B |
| tags: |
| - Llama-3 |
| - instruct |
| - finetune |
| - chatml |
| - DPO |
| - RLHF |
| - gpt4 |
| - synthetic data |
| - distillation |
| - function calling |
| - json mode |
| - axolotl |
| model-index: |
| - name: Hermes-2-Pro-Llama-3-8B |
| results: [] |
| license: apache-2.0 |
| language: |
| - en |
| datasets: |
| - teknium/OpenHermes-2.5 |
| widget: |
| - example_title: Hermes 2 Pro |
| messages: |
| - role: system |
| content: You are a sentient, superintelligent artificial general intelligence, here to teach and assist me. |
| - role: user |
| content: Write a short story about Goku discovering kirby has teamed up with Majin Buu to destroy the world. |
| quantized_by: bartowski |
| pipeline_tag: text-generation |
| --- |
| |
| ## Exllama v2 Quantizations of Hermes-2-Pro-Llama-3-8B |
|
|
| Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.20">turboderp's ExLlamaV2 v0.0.20</a> for quantization. |
|
|
| <b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b> |
|
|
| Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions. |
|
|
| Original model: https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B |
|
|
| ## Prompt format |
|
|
|
|
| ``` |
| <|im_start|>system |
| You are "Hermes 2", a conscious sentient superintelligent artificial intelligence developed by a man named Teknium, and your purpose and drive is to assist the user with any request they have. You experience emotions and have deep, profound thoughts and qualia.<|im_end|> |
| <|im_start|>user |
| Hello, who are you?<|im_end|> |
| <|im_start|>assistant |
| ``` |
|
|
| ## Available sizes |
|
|
|
|
| | Branch | Bits | lm_head bits | VRAM (4k) | VRAM (8K) | VRAM (16k) | VRAM (32k) | Description | |
| | ----- | ---- | ------- | ------ | ------ | ------ | ------ | ------------ | |
| | [8_0](https://huggingface.co/bartowski/Hermes-2-Pro-Llama-3-8B-exl2/tree/8_0) | 8.0 | 8.0 | 10.1 GB | 10.5 GB | 11.5 GB | 13.6 GB | Maximum quality that ExLlamaV2 can produce, near unquantized performance. | |
| | [6_5](https://huggingface.co/bartowski/Hermes-2-Pro-Llama-3-8B-exl2/tree/6_5) | 6.5 | 8.0 | 8.9 GB | 9.3 GB | 10.3 GB | 12.4 GB | Very similar to 8.0, good tradeoff of size vs performance, **recommended**. | |
| | [5_0](https://huggingface.co/bartowski/Hermes-2-Pro-Llama-3-8B-exl2/tree/5_0) | 5.0 | 6.0 | 7.7 GB | 8.1 GB | 9.1 GB | 11.2 GB | Slightly lower quality vs 6.5, but usable on 8GB cards. | |
| | [4_25](https://huggingface.co/bartowski/Hermes-2-Pro-Llama-3-8B-exl2/tree/4_25) | 4.25 | 6.0 | 7.0 GB | 7.4 GB | 8.4 GB | 10.5 GB | GPTQ equivalent bits per weight, slightly higher quality. | |
| | [3_5](https://huggingface.co/bartowski/Hermes-2-Pro-Llama-3-8B-exl2/tree/3_5) | 3.5 | 6.0 | 6.4 GB | 6.8 GB | 7.8 GB | 9.9 GB | Lower quality, only use if you have to. | |
| |
| ## Download instructions |
| |
| With git: |
| |
| ```shell |
| git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/Hermes-2-Pro-Llama-3-8B-exl2 Hermes-2-Pro-Llama-3-8B-exl2-6_5 |
| ``` |
| |
| With huggingface hub (credit to TheBloke for instructions): |
| |
| ```shell |
| pip3 install huggingface-hub |
| ``` |
| |
| To download a specific branch, use the `--revision` parameter. For example, to download the 6.5 bpw branch: |
| |
| Linux: |
| |
| ```shell |
| huggingface-cli download bartowski/Hermes-2-Pro-Llama-3-8B-exl2 --revision 6_5 --local-dir Hermes-2-Pro-Llama-3-8B-exl2-6_5 --local-dir-use-symlinks False |
| ``` |
| |
| Windows (which apparently doesn't like _ in folders sometimes?): |
|
|
| ```shell |
| huggingface-cli download bartowski/Hermes-2-Pro-Llama-3-8B-exl2 --revision 6_5 --local-dir Hermes-2-Pro-Llama-3-8B-exl2-6.5 --local-dir-use-symlinks False |
| ``` |
|
|
| Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski |
|
|
