metadata

license: creativeml-openrail-m
datasets:
  - O1-OPEN/OpenO1-SFT
language:
  - en
base_model: prithivMLmods/Llama-3.1-8B-Open-SFT
pipeline_tag: text-generation
library_name: transformers
tags:
  - Chain-of-Thought Activation
  - Llama3.1
  - 8B
  - CoT
  - SFT
  - text-generation-inference
  - Ollama
  - safetensors
  - Question Answering
  - Math
  - llama-cpp
  - gguf-my-repo

Triangle104/Llama-3.1-8B-Open-SFT-Q4_K_S-GGUF

This model was converted to GGUF format from prithivMLmods/Llama-3.1-8B-Open-SFT using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

Model details:

The Llama-3.1-8B-Open-SFT model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct, designed for advanced text generation tasks, including conversational interactions, question answering, and chain-of-thought reasoning. This model leverages Supervised Fine-Tuning (SFT) using the O1-OPEN/OpenO1-SFT dataset to provide enhanced performance in context-sensitive and instruction-following tasks.

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/Llama-3.1-8B-Open-SFT-Q4_K_S-GGUF --hf-file llama-3.1-8b-open-sft-q4_k_s.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Triangle104/Llama-3.1-8B-Open-SFT-Q4_K_S-GGUF --hf-file llama-3.1-8b-open-sft-q4_k_s.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/Llama-3.1-8B-Open-SFT-Q4_K_S-GGUF --hf-file llama-3.1-8b-open-sft-q4_k_s.gguf -p "The meaning to life and the universe is"

./llama-server --hf-repo Triangle104/Llama-3.1-8B-Open-SFT-Q4_K_S-GGUF --hf-file llama-3.1-8b-open-sft-q4_k_s.gguf -c 2048