| inference: false | |
| language: | |
| - en | |
| library_name: transformers | |
| pipeline_tag: text-generation | |
| tags: | |
| - mixtral | |
| - mergekit | |
| - merge | |
| license: apache-2.0 | |
| datasets: | |
| - jondurbin/airoboros-3.2 | |
| # Air-Striker-Mixtral-8x7B-Instruct-ZLoss | |
| Experimental model, trained using config and [Transformers/Axolotl](https://github.com/DocShotgun/axolotl) forks provided by [Doctor-Shotgun](https://huggingface.co/Doctor-Shotgun) | |
| Model was fine-tuned from [Mixtral-8x7B-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) with airoboros-3.2 dataset, for 4 epochs, ChatML prompt format at 8K context length. | |
| Additionally, model was then merged with [Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1): | |
| --- | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| ## Merge Details | |
| ### Merge Method | |
| This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * mistralai/Mixtral-8x7B-Instruct-v0.1 | |
| * LoneStriker/Air-Striker-Mixtral-8x7B-ZLoss | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: mistralai/Mixtral-8x7B-Instruct-v0.1 | |
| parameters: | |
| weight: 0.5 | |
| - model: LoneStriker/Air-Striker-Mixtral-8x7B-ZLoss | |
| parameters: | |
| weight: 0.5 | |
| merge_method: linear | |
| dtype: bfloat16 | |
| ``` | |