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--- |
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base_model: NousResearch/DeepHermes-3-Llama-3-3B-Preview |
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language: |
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- en |
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library_name: transformers |
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license: llama3 |
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tags: |
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- Llama-3 |
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- instruct |
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- finetune |
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- chatml |
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- gpt4 |
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- synthetic data |
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- distillation |
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- function calling |
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- json mode |
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- axolotl |
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- roleplaying |
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- chat |
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- reasoning |
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- r1 |
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- vllm |
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- llama-cpp |
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- gguf-my-repo |
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widget: |
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- example_title: Hermes 3 |
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messages: |
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- role: system |
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content: You are a sentient, superintelligent artificial general intelligence, |
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here to teach and assist me. |
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- role: user |
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content: What is the meaning of life? |
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model-index: |
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- name: DeepHermes-3-Llama-3.1-3B |
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results: [] |
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--- |
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# Triangle104/DeepHermes-3-Llama-3-3B-Preview-Q4_K_M-GGUF |
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This model was converted to GGUF format from [`NousResearch/DeepHermes-3-Llama-3-3B-Preview`](https://huggingface.co/NousResearch/DeepHermes-3-Llama-3-3B-Preview) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space. |
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Refer to the [original model card](https://huggingface.co/NousResearch/DeepHermes-3-Llama-3-3B-Preview) for more details on the model. |
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--- |
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DeepHermes 3 Preview is the latest version of our flagship Hermes |
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series of LLMs by Nous Research, and one of the first models in the |
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world to unify Reasoning (long chains of thought that improve answer |
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accuracy) and normal LLM response modes into one model. We have also |
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improved LLM annotation, judgement, and function calling. |
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DeepHermes 3 Preview is a hybrid reasoning model, and one of the |
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first LLM models to unify both "intuitive", traditional mode responses |
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and long chain of thought reasoning responses into a single model, toggled by a system prompt. |
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Hermes 3, the predecessor of DeepHermes 3, is a generalist language |
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model with many improvements over Hermes 2, including advanced agentic |
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capabilities, much better roleplaying, reasoning, multi-turn |
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conversation, long context coherence, and improvements across the board. |
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The ethos of the Hermes series of models is focused on aligning LLMs |
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to the user, with powerful steering capabilities and control given to |
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the end user. |
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This is a preview Hermes with early reasoning capabilities, |
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distilled from R1 across a variety of tasks that benefit from reasoning |
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and objectivity. Some quirks may be discovered! Please let us know any |
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interesting findings or issues you discover! |
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Note: To toggle REASONING ON, you must use the following system prompt: |
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You are a deep thinking AI, you may use extremely long chains of thought to deeply consider the problem and deliberate with yourself via systematic reasoning processes to help come to a correct solution prior to answering. You should enclose your thoughts and internal monologue inside <think> </think> tags, and then provide your solution or response to the problem. |
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--- |
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## Use with llama.cpp |
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Install llama.cpp through brew (works on Mac and Linux) |
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```bash |
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brew install llama.cpp |
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``` |
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Invoke the llama.cpp server or the CLI. |
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### CLI: |
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```bash |
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llama-cli --hf-repo Triangle104/DeepHermes-3-Llama-3-3B-Preview-Q4_K_M-GGUF --hf-file deephermes-3-llama-3-3b-preview-q4_k_m.gguf -p "The meaning to life and the universe is" |
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``` |
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### Server: |
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```bash |
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llama-server --hf-repo Triangle104/DeepHermes-3-Llama-3-3B-Preview-Q4_K_M-GGUF --hf-file deephermes-3-llama-3-3b-preview-q4_k_m.gguf -c 2048 |
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``` |
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Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well. |
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Step 1: Clone llama.cpp from GitHub. |
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``` |
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git clone https://github.com/ggerganov/llama.cpp |
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``` |
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Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux). |
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``` |
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cd llama.cpp && LLAMA_CURL=1 make |
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``` |
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Step 3: Run inference through the main binary. |
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``` |
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./llama-cli --hf-repo Triangle104/DeepHermes-3-Llama-3-3B-Preview-Q4_K_M-GGUF --hf-file deephermes-3-llama-3-3b-preview-q4_k_m.gguf -p "The meaning to life and the universe is" |
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``` |
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or |
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``` |
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./llama-server --hf-repo Triangle104/DeepHermes-3-Llama-3-3B-Preview-Q4_K_M-GGUF --hf-file deephermes-3-llama-3-3b-preview-q4_k_m.gguf -c 2048 |
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``` |
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