base_model: argilla/distilabeled-Marcoro14-7B-slerp-full
inference: false
license: apache-2.0
language:
- en
datasets:
- argilla/distilabel-intel-orca-dpo-pairs
tags:
- distilabel
- dpo
- rlaif
- rlhf
- merge
- mergekit
model_creator: argilla
model_name: distilabeled-Marcoro14-7B-slerp-full
model_type: mistral
pipeline_tag: text-generation
quantized_by: brittlewis12
distilabeled-Marcoro14-7B-slerp-full GGUF
Original model: distilabeled-Marcoro14-7B-slerp-full Model creator: Argilla
This repo contains GGUF format model files for Argilla’s distilabeled-Marcoro14-7B-slerp-full.
As described on the original model card:
This model is a new DPO fine-tune of our new open dataset argilla/distilabel-intel-orca-dpo-pairs, on the mlabonne/Marcoro14-7B-slerp model. You can find more information of the "distilabeled" dataset used at this repo argilla/distilabeled-Hermes-2.5-Mistral-7B, and visit distilabel.
The difference between this model and argilla/distilabeled-Marcoro14-7B-slerp is that this model has been fine-tuned for a whole epoch instead instead of 200 steps, so it has seen the whole dataset.
What is GGUF?
GGUF is a file format for representing AI models. It is the third version of the format, introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp. Converted using llama.cpp build 1879 (revision 3e5ca79)
Prompt template: Unknown
{{prompt}}
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Original Model Evaluations:
| Model | AGIEval | GPT4ALL | TruthfulQA | Bigbench | Average |
|---|---|---|---|---|---|
| argilla/distilabeled-Marcoro14-7B-slerp-full | 45.17 | 76.59 | 64.68 | 48.15 | 58.65 |
| argilla/distilabeled-Marcoro14-7B-slerp | 45.4 | 76.47 | 65.46 | 47.19 | 58.63 |
| Marcoro14-7B-slerp | 44.66 | 76.24 | 64.15 | 45.64 | 57.67 |
| argilla/distilabeled-Hermes-2.5-Mistral-7B | 44.64 | 73.35 | 55.96 | 42.21 | 54.04 |