Triangle104/Hubble-4B-v1-Q8_0-GGUF

This model was converted to GGUF format from TheDrummer/Hubble-4B-v1 using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

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Model details:

Equipped with his five senses, man explores the universe around him and calls the adventure 'Science'.

image/png Description

This is a finetune of Nvidia's Llama 3.1 4B Minitron - a shrunk down model of Llama 3.1 8B 128K. Usage

ChatML or Text Completion
Add <|im_end|> as a stop token

Technical Note

Hubble was trained on ChatML with <|end_of_text|> as the EOS token. If you encounter any issues with the model, please let me know!

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Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo Triangle104/Hubble-4B-v1-Q8_0-GGUF --hf-file hubble-4b-v1-q8_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Triangle104/Hubble-4B-v1-Q8_0-GGUF --hf-file hubble-4b-v1-q8_0.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

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).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo Triangle104/Hubble-4B-v1-Q8_0-GGUF --hf-file hubble-4b-v1-q8_0.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo Triangle104/Hubble-4B-v1-Q8_0-GGUF --hf-file hubble-4b-v1-q8_0.gguf -c 2048