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README.md

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+---
+license: apache-2.0
+datasets:
+- TeichAI/claude-4.5-opus-high-reasoning-250x
+base_model: DavidAU/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning
+language:
+- en
+- fr
+- de
+- es
+- it
+- pt
+- zh
+- ja
+- ru
+- ko
+tags:
+- thinking
+- reasoning
+- instruct
+- Claude4.5-Opus
+- creative
+- creative writing
+- fiction writing
+- plot generation
+- sub-plot generation
+- story generation
+- scene continue
+- storytelling
+- fiction story
+- science fiction
+- romance
+- all genres
+- story
+- writing
+- vivid prosing
+- vivid writing
+- fiction
+- roleplaying
+- bfloat16
+- role play
+- 128k context
+- llama3.3
+- llama-3
+- llama-3.3
+- unsloth
+- finetune
+- llama-cpp
+- gguf-my-repo
+pipeline_tag: text-generation
+library_name: transformers
+---
+
+# picroc/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning-Q6_K-GGUF
+This model was converted to GGUF format from [`DavidAU/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning`](https://huggingface.co/DavidAU/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning) 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/DavidAU/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning) 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 picroc/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning-Q6_K-GGUF --hf-file llama3.3-8b-instruct-thinking-claude-4.5-opus-high-reasoning-q6_k.gguf -p "The meaning to life and the universe is"
+```
+
+### Server:
+```bash
+llama-server --hf-repo picroc/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning-Q6_K-GGUF --hf-file llama3.3-8b-instruct-thinking-claude-4.5-opus-high-reasoning-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 picroc/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning-Q6_K-GGUF --hf-file llama3.3-8b-instruct-thinking-claude-4.5-opus-high-reasoning-q6_k.gguf -p "The meaning to life and the universe is"
+```
+or 
+```
+./llama-server --hf-repo picroc/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning-Q6_K-GGUF --hf-file llama3.3-8b-instruct-thinking-claude-4.5-opus-high-reasoning-q6_k.gguf -c 2048
+```