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Rombos-LLM-V2.5.1-Qwen-3b-GGUF
QuantFactory/Rombos-LLM-V2.5.1-Qwen-3b-GGUF
Rombos-LLM-V2.5.1-Qwen-3b-GGUF is a machine learning model from QuantFactory. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
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At a glance
- License
- other
- Access
- Public
- Created
- Oct 10, 2024
- Updated
- Oct 10, 2024
- SHA
- 04536e9b
Base models
Model card
From the Hugging Face model README
QuantFactory/Rombos-LLM-V2.5.1-Qwen-3b-GGUF
This is quantized version of rombodawg/Rombos-LLM-V2.5.1-Qwen-3b created using llama.cpp
Original Model Card
Rombos-LLM-V2.5.1-Qwen-3b
A little experiment I threw together to take a really high quality LLM I found (arcee-ai/raspberry-3B) and merge it using the last step of my Continuous Finetuning method outlines in the paper linked bellow.
https://docs.google.com/document/d/1OjbjU5AOz4Ftn9xHQrX3oFQGhQ6RDUuXQipnQ9gn6tU/edit?usp=sharing
Mergekit.yaml file is as follows:
models:
- model: Qwen2.5-3B-Instruct
parameters:
weight: 1
density: 1
- model: raspberry-3B
parameters:
weight: 1
density: 1
merge_method: ties
base_model: Qwen2.5-3B
parameters:
weight: 1
density: 1
normalize: true
int8_mask: true
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 13.22 |
| IFEval (0-Shot) | 25.95 |
| BBH (3-Shot) | 14.88 |
| MATH Lvl 5 (4-Shot) | 8.31 |
| GPQA (0-shot) | 3.24 |
| MuSR (0-shot) | 7.82 |
| MMLU-PRO (5-shot) | 19.10 |
- License
- other
- Created
- Oct 10, 2024
- Updated
- Oct 10, 2024