---
language:
- en
- hi
- zh
- es
- fr
- de
- ja
- ko
- ar
- pt
- ru
- it
- nl
- tr
- pl
- sv
- da
- 'no'
- fi
- he
- th
- vi
- id
- ms
- tl
- sw
- yo
- zu
- am
- bn
- gu
- kn
- ml
- mr
- ne
- or
- pa
- ta
- te
- ur
- multilingual
license: apache-2.0
base_model: HelpingAI/Dhanishtha-2.0-preview-0825
tags:
- reasoning
- intermediate-thinking
- transformers
- conversational
- bilingual
- llama-cpp
- gguf-my-repo
datasets:
- Abhaykoul/Dhanishtha-R1
- open-thoughts/OpenThoughts-114k
- Abhaykoul/Dhanishtha-2.0-SUPERTHINKER
- Abhaykoul/Dhanishtha-2.0
library_name: transformers
pipeline_tag: text-generation
widget:
- text: 'Solve this riddle step by step: I am taken from a mine, and shut up in a
    wooden case, from which I am never released, and yet I am used by almost everybody.
    What am I?'
  example_title: Complex Riddle Solving
- text: Explain the philosophical implications of artificial consciousness and think
    through different perspectives.
  example_title: Philosophical Reasoning
- text: Help me understand quantum mechanics, but take your time to think through
    the explanation.
  example_title: Educational Explanation
---

# Orion-zhen/Dhanishtha-2.0-preview-0825-Q6_K-GGUF
This model was converted to GGUF format from [`HelpingAI/Dhanishtha-2.0-preview-0825`](https://huggingface.co/HelpingAI/Dhanishtha-2.0-preview-0825) 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/HelpingAI/Dhanishtha-2.0-preview-0825) for more details on the model.

## 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 Orion-zhen/Dhanishtha-2.0-preview-0825-Q6_K-GGUF --hf-file dhanishtha-2.0-preview-0825-q6_k.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo Orion-zhen/Dhanishtha-2.0-preview-0825-Q6_K-GGUF --hf-file dhanishtha-2.0-preview-0825-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 Orion-zhen/Dhanishtha-2.0-preview-0825-Q6_K-GGUF --hf-file dhanishtha-2.0-preview-0825-q6_k.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo Orion-zhen/Dhanishtha-2.0-preview-0825-Q6_K-GGUF --hf-file dhanishtha-2.0-preview-0825-q6_k.gguf -c 2048
```