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L3.1-Moe-4x8B-v0.1
moeru-ai/L3.1-Moe-4x8B-v0.1
L3.1-Moe-4x8B-v0.1 is a text generation model from moeru-ai. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.1.
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708
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24.9B
49.9 GB on disk
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Repo makeup
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.safetensors49.9 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3.1
- Model type
- mixtral
- Access
- Public
- Created
- Oct 23, 2024
- Updated
- Oct 25, 2024
- SHA
- 95d18cda
Try a prompt
Base models
Model card
From the Hugging Face model README
L3.1-Moe-4x8B-v0.1
This model is a Mixture of Experts (MoE) made with mergekit-moe. It uses the following base models:
- argilla-warehouse/Llama-3.1-8B-MagPie-Ultra
- sequelbox/Llama3.1-8B-PlumCode
- sequelbox/Llama3.1-8B-PlumMath
- ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2
Heavily inspired by mlabonne/Beyonder-4x7B-v3.
Quantized models
GGUF by mradermacher
Configuration
base_model: argilla-warehouse/Llama-3.1-8B-MagPie-Ultra
gate_mode: hidden
dtype: bfloat16
experts:
- source_model: argilla-warehouse/Llama-3.1-8B-MagPie-Ultra
positive_prompts:
- "chat"
- "assistant"
- "tell me"
- "explain"
- "I want"
- source_model: sequelbox/Llama3.1-8B-PlumCode
positive_prompts:
- "code"
- "python"
- "javascript"
- "programming"
- "algorithm"
- source_model: sequelbox/Llama3.1-8B-PlumMath
positive_prompts:
- "reason"
- "math"
- "mathematics"
- "solve"
- "count"
- source_model: ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2
positive_prompts:
- "storywriting"
- "write"
- "scene"
- "story"
- "character"
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 19.15 |
| IFEval (0-Shot) | 43.47 |
| BBH (3-Shot) | 27.86 |
| MATH Lvl 5 (4-Shot) | 11.10 |
| GPQA (0-shot) | 1.23 |
| MuSR (0-shot) | 3.98 |
| MMLU-PRO (5-shot) | 27.27 |
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- License
- llama3.1
- Created
- Oct 23, 2024
- Updated
- Oct 25, 2024