---
base_model: open-thoughts/OpenThinker2-7B
datasets:
- open-thoughts/OpenThoughts2-1M
library_name: transformers
license: apache-2.0
tags:
- llama-factory
- full
- generated_from_trainer
- llama-cpp
- gguf-my-repo
model-index:
- name: OpenThinker2-7B
  results: []
---

# Triangle104/OpenThinker2-7B-Q6_K-GGUF
This model was converted to GGUF format from [`open-thoughts/OpenThinker2-7B`](https://huggingface.co/open-thoughts/OpenThinker2-7B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co/open-thoughts/OpenThinker2-7B) for more details on the model.

---
This model is a fine-tuned version of Qwen/Qwen2.5-7B-Instruct on the 
OpenThoughts2-1M dataset.


The OpenThinker2-7B model is the top 7B open-data reasoning model. It delivers performance comparable to state of the art 7B models like DeepSeek-R1-Distill-7B across a suite of tasks.
This model improves upon our previous OpenThinker-7B model, which was trained on 114k examples from OpenThoughts-114k.

---
## Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)

```bash
brew install llama.cpp

```
Invoke the llama.cpp server or the CLI.

### CLI:
```bash
llama-cli --hf-repo Triangle104/OpenThinker2-7B-Q6_K-GGUF --hf-file openthinker2-7b-q6_k.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo Triangle104/OpenThinker2-7B-Q6_K-GGUF --hf-file openthinker2-7b-q6_k.gguf -c 2048
```

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.

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/OpenThinker2-7B-Q6_K-GGUF --hf-file openthinker2-7b-q6_k.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo Triangle104/OpenThinker2-7B-Q6_K-GGUF --hf-file openthinker2-7b-q6_k.gguf -c 2048
```