suayptalha/Falcon3-Jessi-v0.4-7B-Slerp

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:

• neopolita/jessi-v0.4-falcon3-7b-instruct
• tiiuae/Falcon3-7B-Instruct

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