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--- |
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base_model: EpistemeAI/Fireball-R1.1-Llama-3.1-8B |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- llama |
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- trl |
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- llama-cpp |
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- gguf-my-repo |
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license: llama3.1 |
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language: |
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- en |
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--- |
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# Triangle104/Fireball-R1.1-Llama-3.1-8B-Q8_0-GGUF |
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This model was converted to GGUF format from [`EpistemeAI/Fireball-R1.1-Llama-3.1-8B`](https://huggingface.co/EpistemeAI/Fireball-R1.1-Llama-3.1-8B) 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/EpistemeAI/Fireball-R1.1-Llama-3.1-8B) for more details on the model. |
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--- |
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This is a state-of-the-art language model optimized for neutrality, STEM proficiency, and uncensored alignment. |
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Post trained, Fine-tuned Deepseek-R1-distill-llama-8b-unsloth-bnb-4bit |
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for science, chemistry, and mathematics with reduced cultural/political |
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bias. |
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This large language model is open source. Further SFT (Supervised Fined |
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tuning) with datasets to be unbias. |
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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/Fireball-R1.1-Llama-3.1-8B-Q8_0-GGUF --hf-file fireball-r1.1-llama-3.1-8b-q8_0.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/Fireball-R1.1-Llama-3.1-8B-Q8_0-GGUF --hf-file fireball-r1.1-llama-3.1-8b-q8_0.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/Fireball-R1.1-Llama-3.1-8B-Q8_0-GGUF --hf-file fireball-r1.1-llama-3.1-8b-q8_0.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/Fireball-R1.1-Llama-3.1-8B-Q8_0-GGUF --hf-file fireball-r1.1-llama-3.1-8b-q8_0.gguf -c 2048 |
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``` |
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