---
inference: false
license: other
---

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# Camel AI's CAMEL 13B Combined Data fp16

These files are pytorch format fp16 model files for [Camel AI's CAMEL 13B Combined Data](https://huggingface.co/camel-ai/CAMEL-13B-Combined-Data).

It is the result of merging and/or converting the source repository to float16.

## Repositories available

* [4-bit GPTQ models for GPU inference](https://huggingface.co/TheBloke/CAMEL-13B-Combined-Data-fp16)
* [2, 3, 4, 5, 6 and 8-bit GGML models for CPU+GPU inference](https://huggingface.co/TheBloke/CAMEL-13B-Combined-Data-GGML)
* [Unquantised fp16 model in pytorch format, for GPU inference and for further conversions](https://huggingface.co/TheBloke/CAMEL-13B-Combined-Data-fp16)

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Thanks to the [chirper.ai](https://chirper.ai) team!

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If you're able and willing to contribute it will be most gratefully received and will help me to keep providing more models, and to start work on new AI projects.

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**Special thanks to**: Luke from CarbonQuill, Aemon Algiz, Dmitriy Samsonov.

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# Original model card: Camel AI's CAMEL 13B Combined Data

CAMEL-13B-Combined-Data is a chat large language model obtained by finetuning LLaMA-13B model on a total of 229K conversations collected through our [CAMEL](https://arxiv.org/abs/2303.17760) framework, 100K English public conversations from ShareGPT that can be found [here](https://github.com/lm-sys/FastChat/issues/90#issuecomment-1493250773), and 52K instructions from Alpaca dataset that can be found [here](https://github.com/tatsu-lab/stanford_alpaca/blob/761dc5bfbdeeffa89b8bff5d038781a4055f796a/alpaca_data.json). We evaluate our model offline using EleutherAI's language model evaluation harness used by Huggingface's Open LLM Benchmark. CAMEL<sup>*</sup>-13B scores an average of **58.1**, outperfroming LLaMA-30B (58.3), and on par with LLaMA-65B(58.1)!

| Model       | size | ARC-C  (25 shots, acc_norm) | HellaSwag  (10 shots, acc_norm) | MMLU  (5 shots, acc_norm) | TruthfulQA  (0 shot, mc2) | Average | Delta |
|-------------|:----:|:---------------------------:|:-------------------------------:|:-------------------------:|:-------------------------:|:-------:|-------|
| LLaMA       |  13B |             50.8            |               78.9              |            37.7           |            39.9           |   51.8  |   -   |
| Vicuna      |  13B |             47.4            |               75.2              |            39.6           |            49.8           |   53.7  |  1.9  |
| CAMEL<sup>*</sup>  |  13B |             55.5            |               79.3              |            50.3           |            47.3           |   58.1  |  6.3  |
| LLaMA  |  65B |             57.8            |               84.2              |            48.8           |            42.3           |   **58.3**  |  6.5  |