Llama4Some-SOVL-4x8B-L3-V1

saishf/Llama4Some-SOVL-4x8B-L3-V1

Llama4Some-SOVL-4x8B-L3-V1 is a text generation model from saishf. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.

This is a merge of pre-trained language models created using mergekit.

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At a glance

Task: Text Generation
Library: transformers
License: cc-by-nc-4.0
Model type: mixtral
Access: Public
Created: May 12, 2024
Updated: May 23, 2024
SHA: b1ef6526

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Base models

Model card

From the Hugging Face model README

merge

This is a merge of pre-trained language models created using mergekit.

Merge Details

This model is a merge of all of my SOVL models, in the hopes to create the most unhinged and wild model possible. But in Mixtral fashion!

It may be insane, it may be incoherent. I can't load it :3

Merge Method

This model was merged using the Mixture Of Experts method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

base_model: saishf/Ortho-SOVL-8B-L3
gate_mode: random
dtype: bfloat16
experts:
  - source_model: saishf/Ortho-SOVL-8B-L3
  - source_model: saishf/SOVLish-Maid-L3-8B
  - source_model: saishf/Merge-Mayhem-L3-V2.1
  - source_model: saishf/Merge-Mayhem-L3-V2

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	66.76
AI2 Reasoning Challenge (25-Shot)	61.95
HellaSwag (10-Shot)	79.38
MMLU (5-Shot)	65.49
TruthfulQA (0-shot)	51.48
Winogrande (5-shot)	75.69
GSM8k (5-shot)	66.57

Task: Text Generation
Library: transformers
Type: mixtral
License: cc-by-nc-4.0
Created: May 12, 2024
Updated: May 23, 2024