---
language:
- en
library_name: transformers
pipeline_tag: text-generation
datasets:
- yahma/alpaca-cleaned
license: apache-2.0
---

<p><h1> speechless-mistral-moloras-7b </h1></p>

# JUST for TEST!

The router of mixture-of-multi-loras enables an automatic assembling of LoRA modules, using a gradientfree approach to obtain the coefficients of LoRA modules and requiring only a handful of inference steps for unseen tasks.

Totally 6 LoRA modules from [speechless-mistral-7b-dare-0.85](https://huggingface.co/speechlessai/speechless-mistral-7b-dare-0.85)


Code: https://github.com/uukuguy/multi_loras?tab=readme-ov-file#mixture-of-multi-loras

## LM-Evaluation-Harness

[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)

| Metric | Value |
| --- | --- |
| ARC | 59.98  |
| HellaSwag | 83.29 |
| MMLU | 64.12 |
| TruthfulQA | 42.15 |
| Winogrande | 78.37 |
| GSM8K | 37.68 |
| Average | 60.93 |