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README.md

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+---
+library_name: transformers
+license: other
+license_name: openmdw-1.1
+license_link: https://openmdw.ai/license/1-1/
+pipeline_tag: text-generation
+language:
+- en
+- es
+- fr
+- de
+- it
+- ja
+tags:
+- nvidia
+- pytorch
+- nemotron-3.5
+- llama-cpp
+- gguf-my-repo
+datasets:
+- nvidia/nemotron-post-training-v3
+- nvidia/nemotron-pre-training-datasets
+track_downloads: true
+base_model: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
+---
+
+# ijohn07/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-Q3_K_M-GGUF
+This model was converted to GGUF format from [`nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16`](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16) 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/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16) 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 ijohn07/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-Q3_K_M-GGUF --hf-file nvidia-nemotron-3.5-lightning-30b-a3b-bf16-q3_k_m.gguf -p "The meaning to life and the universe is"
+```
+
+### Server:
+```bash
+llama-server --hf-repo ijohn07/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-Q3_K_M-GGUF --hf-file nvidia-nemotron-3.5-lightning-30b-a3b-bf16-q3_k_m.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 ijohn07/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-Q3_K_M-GGUF --hf-file nvidia-nemotron-3.5-lightning-30b-a3b-bf16-q3_k_m.gguf -p "The meaning to life and the universe is"
+```
+or
+```
+./llama-server --hf-repo ijohn07/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-Q3_K_M-GGUF --hf-file nvidia-nemotron-3.5-lightning-30b-a3b-bf16-q3_k_m.gguf -c 2048
+```