---
base_model: M4-ai/neural-chat-mini-v2.2-1.8B
datasets:
- Open-Orca/SlimOrca
- m-a-p/Code-Feedback
- MaziyarPanahi/WizardLM_evol_instruct_V2_196k
- camel-ai/math
- camel-ai/physics
- camel-ai/biology
- camel-ai/chemistry
- LDJnr/Capybara
- jondurbin/airoboros-3.2
- microsoft/orca-math-word-problems-200k
language:
- en
library_name: transformers
license: other
tags:
- llama-cpp
- gguf-my-repo
inference:
  parameters:
    do_sample: true
    temperature: 0.8
    top_p: 0.95
    top_k: 40
    max_new_tokens: 250
    repetition_penalty: 1.1
---

# ijohn07/neural-chat-mini-v2.2-1.8B-Q8_0-GGUF
This model was converted to GGUF format from [`M4-ai/neural-chat-mini-v2.2-1.8B`](https://huggingface.co/M4-ai/neural-chat-mini-v2.2-1.8B) 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/M4-ai/neural-chat-mini-v2.2-1.8B) 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/neural-chat-mini-v2.2-1.8B-Q8_0-GGUF --hf-file neural-chat-mini-v2.2-1.8b-q8_0.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo ijohn07/neural-chat-mini-v2.2-1.8B-Q8_0-GGUF --hf-file neural-chat-mini-v2.2-1.8b-q8_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 ijohn07/neural-chat-mini-v2.2-1.8B-Q8_0-GGUF --hf-file neural-chat-mini-v2.2-1.8b-q8_0.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo ijohn07/neural-chat-mini-v2.2-1.8B-Q8_0-GGUF --hf-file neural-chat-mini-v2.2-1.8b-q8_0.gguf -c 2048
```