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Laser Dolphin Mixtral 2x7b DPO by macadeliccc

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Laser Dolphin Mixtral 2x7b DPO is an open-source language model by macadeliccc. Features: 12.9b LLM, VRAM: 25.8GB, Context: 32K, License: apache-2.0, MoE, LLM Explorer Score: 0.13, Arc: 66, HellaSwag: 85.8, MMLU: 63.2, GSM8K: 48.3.

  Arxiv:2312.13558   Endpoints compatible   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/macadeliccc/laser-dolphin-mixtral-2x7b-dpo 

Laser Dolphin Mixtral 2x7b DPO Benchmarks

ARC: 65.96 vs 96.7 (so35)-31.8%
HellaSwag: 85.8 vs 95.3 (gpt4)-10%
MMLU: 63.17 vs 88.3 (so35)-28.5%
GSM8K: 48.29 vs 96.4 (so35)-49.9%
LLME Score: 0.12982
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Laser Dolphin Mixtral 2x7b DPO (macadeliccc/laser-dolphin-mixtral-2x7b-dpo)
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Laser Dolphin Mixtral 2x7b DPO Parameters and Internals

Model Type 
MoE implementation, text-generation
Use Cases 
Areas:
Research, Commercial Applications
Additional Notes 
Laser-Dolphin Mixtral is a medium-sized MoE model based on Dolphin model with enhancements and quantizations for better performance.
Input Output 
Accepted Modalities:
text
Output Format:
Text generation outputs
Release Notes 
Date:
2024-01-31
Notes:
Evaluation Score (v2): 72.76 with increased performance.
LLM NameLaser Dolphin Mixtral 2x7b DPO
Repository 🤗https://huggingface.co/macadeliccc/laser-dolphin-mixtral-2x7b-dpo 
Model Size12.9b
Required VRAM25.8 GB
Updated2026-05-16
Maintainermacadeliccc
Model Typemixtral
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   5.9 GB: 3-of-3
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Laser Dolphin Mixtral 2x7b DPO

Model
Likes
Downloads
VRAM
... Dolphin Mixtral 2x7b DPO GGUF5020714 GB
... Dolphin Mixtral 2x7b DPO GPTQ11147 GB
...r Dolphin Mixtral 2x7b DPO AWQ947 GB

Best Alternatives to Laser Dolphin Mixtral 2x7b DPO

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Context / RAM
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MixTAO 7Bx2 MoE V8.132K / 25.8 GB1986755
Inf Silent Kunoichi V0.1 2x7B32K / 25.6 GB60
Inf Silent Kunoichi V0.2 2x7B32K / 25.6 GB101
MixTAO 7Bx2 MoE V8.132K / 25.8 GB876052
LogoS 7Bx2 MoE 13B V0.232K / 25.9 GB828110
MultiMash8 13B Slerp32K / 25.7 GB50
MultiMash11 13B Slerp32K / 25.7 GB90
MultiMash9 13B Slerp32K / 25.7 GB50
MultiMash10 13B Slerp32K / 25.7 GB80
Multimash3 12B Slerp32K / 25.7 GB80
Note: green Score (e.g. "73.2") means that the model is better than macadeliccc/laser-dolphin-mixtral-2x7b-dpo.

Rank the Laser Dolphin Mixtral 2x7b DPO Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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