Merged Model
This is a merge of pre-trained language models created using mergekit.
This model is currently ranked #1 on the Open LLM Leaderboard among models up to 8B parameters and #4 among models up to 14B parameters!
Merge Details
Merge Method
This model was merged using the SLERP merge method.
Models Merged
The following models were included in the merge:
Falcon3-7B-Instruct
Falcon3 family of Open Foundation Models is a set of pretrained and instruct LLMs ranging from 1B to 10B.
This repository contains the Falcon3-7B-Instruct. It achieves state of art results (at the time of release) on reasoning, language understanding, instruction following, code and mathematics tasks. Falcon3-7B-Instruct supports 4 languages (English, French, Spanish, Portuguese) and a context length up to 32K.
Configuration
The following YAML configuration was used to produce this model:
base_model: neopolita/jessi-v0.4-falcon3-7b-instruct
dtype: bfloat16
merge_method: slerp
parameters:
t:
- filter: self_attn
value: [0.0, 0.5, 0.3, 0.7, 1.0]
- filter: mlp
value: [1.0, 0.5, 0.7, 0.3, 0.0]
- value: 0.5
slices:
- sources:
- layer_range: [0, 28]
model: tiiuae/Falcon3-7B-Instruct
- layer_range: [0, 28]
model: neopolita/jessi-v0.4-falcon3-7b-instruct
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 35.23 |
| IFEval (0-Shot) | 76.76 |
| BBH (3-Shot) | 37.29 |
| MATH Lvl 5 (4-Shot) | 34.59 |
| GPQA (0-shot) | 8.28 |
| MuSR (0-shot) | 20.49 |
| MMLU-PRO (5-shot) | 34.00 |