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Mistral T5 7B V1 by ignos

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  Autotrain compatible   Endpoints compatible   Mistral   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/ignos/Mistral-T5-7B-v1 

Mistral T5 7B V1 Benchmarks

ARC: 68.6 vs 96.7 (so35)-29.1%
HellaSwag: 86.3 vs 95.3 (gpt4)-9.4%
MMLU: 64.62 vs 88.3 (so35)-26.8%
TruthfulQA: 61.86 vs 59 (gpt4)4.8%
WinoGrande: 80.27 vs 87.5 (gpt4)-8.3%
GSM8K: 73.16 vs 96.4 (so35)-24.1%
LLME Score: 0.14241
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral T5 7B V1 (ignos/Mistral-T5-7B-v1)
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Mistral T5 7B V1 Parameters and Internals

Model Type 
Mistral
Use Cases 
Primary Use Cases:
Model created to improve instructional behavior
Limitations:
The same bias, risks and limitations from base models
Training Details 
Data Sources:
tatsu-lab/alpaca
Methodology:
Training with QLoRA approach and merging with base model
Hardware Used:
3 x RTX 4090, 48 vCPU 377 GB RAM
Model Architecture:
Mistral Architecture
LLM NameMistral T5 7B V1
Repository 🤗https://huggingface.co/ignos/Mistral-T5-7B-v1 
Model Size7b
Required VRAM14.4 GB
Updated2025-10-05
Maintainerignos
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to Mistral T5 7B V1

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB14118
MegaBeam Mistral 7B 512K512K / 14.4 GB890850
SpydazWeb AI HumanAI RP512K / 14.4 GB171
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB377916
MegaBeam Mistral 7B 300K282K / 14.4 GB808216
Hebrew Mistral 7B 200K256K / 30 GB131615
Astral 256K 7B V2250K / 14.4 GB50
Astral 256K 7B250K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than ignos/Mistral-T5-7B-v1.

Rank the Mistral T5 7B V1 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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Release v20241124
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