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README.md

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+---
+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
+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
+---
+
+# Abhaykoul/Dhanishtha-2.0-preview-Q4_0-GGUF
+This model was converted to GGUF format from [`HelpingAI/Dhanishtha-2.0-preview`](https://huggingface.co/HelpingAI/Dhanishtha-2.0-preview) 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) 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 Abhaykoul/Dhanishtha-2.0-preview-Q4_0-GGUF --hf-file dhanishtha-2.0-preview-q4_0.gguf -p "The meaning to life and the universe is"
+```
+
+### Server:
+```bash
+llama-server --hf-repo Abhaykoul/Dhanishtha-2.0-preview-Q4_0-GGUF --hf-file dhanishtha-2.0-preview-q4_0.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 Abhaykoul/Dhanishtha-2.0-preview-Q4_0-GGUF --hf-file dhanishtha-2.0-preview-q4_0.gguf -p "The meaning to life and the universe is"
+```
+or 
+```
+./llama-server --hf-repo Abhaykoul/Dhanishtha-2.0-preview-Q4_0-GGUF --hf-file dhanishtha-2.0-preview-q4_0.gguf -c 2048
+```