---
license: mit
language:
- en
datasets:
- TRAC-MTRY/traclm-v3-data
- Open-Orca/SlimOrca-Dedup
---
# Model Card for traclm-v3-7b-instruct-GGUF

This repo contains an GGUF quantizations of [TRAC-MTRY/traclm-v3-7b-instruct](https://huggingface.co/TRAC-MTRY/traclm-v3-7b-instruct) for utilization of the model on low-resource hardware.

Read more about GGUF quantization [here](https://github.com/ggerganov/llama.cpp).

Read more about the unquantized model [here](https://huggingface.co/TRAC-MTRY/traclm-v3-7b-instruct).

## Prompt Format

This model was fine-tuned with the chatml prompt format. It is *highly* recommended that you use the same format for any interactions with the model. Failure to do so will degrade performance significantly.

ChatML Format:
```
<|im_start|>system 
Provide some context and/or instructions to the model.
<|im_end|> 
<|im_start|>user 
The user’s message goes here
<|im_end|> 
<|im_start|>assistant 
```

The ChatML format can easily be applied to text you plan to process with the model using the `chat_template` included in the tokenizer. Read [here](https://huggingface.co/docs/transformers/main/en/chat_templating) for additional information.

## Model Card Contact

MAJ Daniel C. Ruiz (daniel.ruiz@nps.edu)