---
base_model: stabilityai/stablelm-2-1_6b-chat
datasets:
- HuggingFaceH4/ultrachat_200k
- allenai/ultrafeedback_binarized_cleaned
- meta-math/MetaMathQA
- WizardLM/WizardLM_evol_instruct_V2_196k
- openchat/openchat_sharegpt4_dataset
- LDJnr/Capybara
- Intel/orca_dpo_pairs
- hkust-nlp/deita-10k-v0
- teknium/OpenHermes-2.5
language:
- en
license: other
tags:
- causal-lm
- llama-cpp
- gguf-my-repo
extra_gated_fields:
  Name: text
  Email: text
  Country: text
  Organization or Affiliation: text
  I ALLOW Stability AI to email me about new model releases: checkbox
---

# mrmage/stablelm-2-1_6b-chat-Q4_K_S-GGUF
This model was converted to GGUF format from [`stabilityai/stablelm-2-1_6b-chat`](https://huggingface.co/stabilityai/stablelm-2-1_6b-chat) 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/stabilityai/stablelm-2-1_6b-chat) 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 mrmage/stablelm-2-1_6b-chat-Q4_K_S-GGUF --hf-file stablelm-2-1_6b-chat-q4_k_s.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo mrmage/stablelm-2-1_6b-chat-Q4_K_S-GGUF --hf-file stablelm-2-1_6b-chat-q4_k_s.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 mrmage/stablelm-2-1_6b-chat-Q4_K_S-GGUF --hf-file stablelm-2-1_6b-chat-q4_k_s.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo mrmage/stablelm-2-1_6b-chat-Q4_K_S-GGUF --hf-file stablelm-2-1_6b-chat-q4_k_s.gguf -c 2048
```