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Mistral 7B Platypus1k by lgaalves

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  Autotrain compatible Dataset:garage-baind/open-plat...   En   Endpoints compatible   Mistral   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/lgaalves/mistral-7b-platypus1k 

Mistral 7B Platypus1k Benchmarks

ARC: 61.6 vs 96.7 (so35)-36.3%
HellaSwag: 82.93 vs 95.3 (gpt4)-13%
MMLU: 63.16 vs 88.3 (so35)-28.5%
TruthfulQA: 46.96 vs 59 (gpt4)-20.4%
WinoGrande: 78.14 vs 87.5 (gpt4)-10.7%
GSM8K: 16.38 vs 96.4 (so35)-83%
LLME Score: 0.17978
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Platypus1k (lgaalves/mistral-7b-platypus1k)

Mistral 7B Platypus1k Parameters and Internals

Model Type 
Auto-regressive Language Model
Use Cases 
Areas:
Research, Application Development
Primary Use Cases:
Text generation
Limitations:
Potential inaccuracies, biases, or objectionable responses
Considerations:
Developers should perform safety testing and tuning tailored to their specific applications.
Supported Languages 
English (high)
Training Details 
Data Sources:
garage-bAInd/Open-Platypus
Methodology:
Instruction fine-tuned using LoRA
Hardware Used:
1 Tesla V100-SXM2-16GB
Model Architecture:
Mistral-7B transformer architecture
Input Output 
Performance Tips:
Ensure conducting safety testing and fine-tuning based on specific application requirements.
LLM NameMistral 7B Platypus1k
Repository 🤗https://huggingface.co/lgaalves/mistral-7b-platypus1k 
Model Size7b
Required VRAM14.4 GB
Updated2024-12-22
Maintainerlgaalves
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2   9.9 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Mistral 7B Platypus1k

Model
Likes
Downloads
VRAM
Mistral 7B Platypus Fp16577114 GB

Best Alternatives to Mistral 7B Platypus1k

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB26689
MegaBeam Mistral 7B 512K512K / 14.4 GB711346
SpydazWeb AI HumanAI RP512K / 14.4 GB261
SpydazWeb AI HumanAI 002512K / 14.4 GB191
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB328215
Hebrew Mistral 7B 200K256K / 30 GB319315
Astral 256K 7B V2250K / 14.4 GB190
Astral 256K 7B250K / 14.4 GB160
Boptruth Agatha 7B128K / 14.4 GB4750
Note: green Score (e.g. "73.2") means that the model is better than lgaalves/mistral-7b-platypus1k.

Rank the Mistral 7B Platypus1k Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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