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Mistral Trismegistus 7B by teknium

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Distillation   En   Endpoints compatible   Finetuned   Gpt4   Instruct   Mistral   Mistral-7b   Pytorch   Region:us   Sharded   Synthetic data

Mistral Trismegistus 7B Benchmarks

ARC: 54.1 vs 96.7 (so35)-44.1%
HellaSwag: 77.91 vs 95.3 (gpt4)-18.2%
MMLU: 54.49 vs 88.3 (so35)-38.3%
TruthfulQA: 49.36 vs 59 (gpt4)-16.3%
WinoGrande: 70.17 vs 87.5 (gpt4)-19.8%
GSM8K: 9.93 vs 96.4 (so35)-89.7%
LLME Score: 0.21174
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral Trismegistus 7B Parameters and Internals

LLM NameMistral Trismegistus 7B
Repository 🤗https://huggingface.co/teknium/Mistral-Trismegistus-7B 
Base Model(s)  mistralai/Mistral-7B-v0.1   mistralai/Mistral-7B-v0.1
Model Size7b
Required VRAM14.4 GB
Updated2024-10-16
Maintainerteknium
Model Typemistral
Model Files  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.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16
Mistral Trismegistus 7B (teknium/Mistral-Trismegistus-7B)

Quantized Models of the Mistral Trismegistus 7B

Model
Likes
Downloads
VRAM
Candle Mistral Trismegistus 7B083814 GB
Mistral Trismegistus 7B GGUF147353 GB
Mistral Trismegistus 7B GPTQ5164 GB
Mistral Trismegistus 7B AWQ2134 GB

Best Alternatives to Mistral Trismegistus 7B

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB19786
MegaBeam Mistral 7B 512K512K / 14.4 GB219541
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB84015
Hebrew Mistral 7B 200K256K / 30 GB260615
Astral 256K 7B V2250K / 14.4 GB110
Astral 256K 7B250K / 14.4 GB90
Boptruth Agatha 7B128K / 14.4 GB6000
Buddhi 128K Chat 7B128K / 14.4 GB130715
Test001128K / 14.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than teknium/Mistral-Trismegistus-7B.

Rank the Mistral Trismegistus 7B 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 v2024072803
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