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Dolphin 2.8 Mistral 7B V02 by cognitivecomputations

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  Autotrain compatible Base model:alpindale/mistral-7... Base model:finetune:alpindale/...   Conversational Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:jondurbin/airoboros-2....   Dataset:m-a-p/code-feedback Dataset:m-a-p/codefeedback-fil...   Dataset:teknium/openhermes-2.5   En   Endpoints compatible   Instruct   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow

Dolphin 2.8 Mistral 7B V02 Benchmarks

ARC: 62.71-34.9%
HellaSwag: 83.8-12.1%
MMLU: 62.59-27.6%
TruthfulQA: 49.58-16%
WinoGrande: 79.32-9.3%
GSM8K: 43.75-52.4%
nn.n% — How the model compares to the GPT-4.

Dolphin 2.8 Mistral 7B V02 Parameters and Internals

LLM NameDolphin 2.8 Mistral 7B V02
RepositoryOpen on 🤗 
Base Model(s)  alpindale/Mistral-7B-v0.2-hf   alpindale/Mistral-7B-v0.2-hf
Model Size7b
Required VRAM14.4 GB
Updated2024-07-27
Maintainercognitivecomputations
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typebfloat16
Dolphin 2.8 Mistral 7B V02 (cognitivecomputations/dolphin-2.8-mistral-7b-v02)

Best Alternatives to Dolphin 2.8 Mistral 7B V02

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HF Rank
Context/RAM
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Likes
...1 Summarize 64K LoRANET Merged0.2128K / 14.4 GB2320
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB80
Mistral 7B Instruct V0.10.532K / 14.4 GB4256091476
...ty Instruct 3M 0613 Mistral 7B0.432K / 14.4 GB4409
Vikhr 7B Instruct 0.40.332K / 15.2 GB3823726
...aul Dolphin Beagle Breadcrumbs0.332K / 14.5 GB21120
Configurable Mistral 7B0.332K / 14.4 GB41561
Oumuamua 7B Instruct V20.332K / 14.7 GB62122
Breeze 7B Instruct V1.00.332K / 15 GB873044
Occiglot 7B Eu5 Instruct0.332K / 14.4 GB602098
Note: green Score (e.g. "73.2") means that the model is better than cognitivecomputations/dolphin-2.8-mistral-7b-v02.

Rank the Dolphin 2.8 Mistral 7B V02 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501
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