license: apache-2.0
datasets:
- MiniMaxAI/SynLogic
language:
- en
base_model: prithivMLmods/Megatron-Bots-1.7B-Reasoning
pipeline_tag: text-generation
library_name: transformers
tags:
- text-generation-inference
- code
- synlogic
- moe
- math
- llama-cpp
- gguf-my-repo
Triangle104/Megatron-Bots-1.7B-Reasoning-Q4_K_M-GGUF
This model was converted to GGUF format from prithivMLmods/Megatron-Bots-1.7B-Reasoning using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.
Megatron-Bots-1.7B-Reasoning is a logical reasoning and general-purpose thinking model fine-tuned from Qwen3-1.7B, specifically designed for advanced reasoning tasks and analytical problem-solving. Built with data entries from the SynLogic Dataset, it excels at structured thinking, logical deduction, and comprehensive problem analysis in a compact yet powerful architecture.
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/Megatron-Bots-1.7B-Reasoning-Q4_K_M-GGUF --hf-file megatron-bots-1.7b-reasoning-q4_k_m.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo Triangle104/Megatron-Bots-1.7B-Reasoning-Q4_K_M-GGUF --hf-file megatron-bots-1.7b-reasoning-q4_k_m.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/Megatron-Bots-1.7B-Reasoning-Q4_K_M-GGUF --hf-file megatron-bots-1.7b-reasoning-q4_k_m.gguf -p "The meaning to life and the universe is"
or
./llama-server --hf-repo Triangle104/Megatron-Bots-1.7B-Reasoning-Q4_K_M-GGUF --hf-file megatron-bots-1.7b-reasoning-q4_k_m.gguf -c 2048