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Tess 34B V1.5B by migtissera

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  Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/migtissera/Tess-34B-v1.5b 

Tess 34B V1.5B Benchmarks

ARC: 63.91 vs 96.7 (so35)-33.9%
HellaSwag: 84.43 vs 95.3 (gpt4)-11.4%
MMLU: 76.26 vs 88.3 (so35)-13.6%
TruthfulQA: 53.12 vs 59 (gpt4)-10%
WinoGrande: 81.29 vs 87.5 (gpt4)-7.1%
GSM8K: 62.85 vs 96.4 (so35)-34.8%
LLME Score: 0.14279
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tess 34B V1.5B (migtissera/Tess-34B-v1.5b)
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Tess 34B V1.5B Parameters and Internals

Additional Notes 
Tess, short for Tesoro (Treasure in Italian), is a general-purpose Large Language Model series. Tess-34B-v1.5b was trained on the Yi-34B-200K base.
Input Output 
Input Format:
SYSTEM: USER: ASSISTANT:
LLM NameTess 34B V1.5B
Repository 🤗https://huggingface.co/migtissera/Tess-34B-v1.5b 
Model Size34b
Required VRAM69.2 GB
Updated2025-09-23
Maintainermigtissera
Model Typellama
Model Files  4.8 GB: 1-of-15   4.8 GB: 2-of-15   5.0 GB: 3-of-15   4.8 GB: 4-of-15   4.8 GB: 5-of-15   5.0 GB: 6-of-15   4.8 GB: 7-of-15   4.8 GB: 8-of-15   5.0 GB: 9-of-15   4.8 GB: 10-of-15   4.8 GB: 11-of-15   5.0 GB: 12-of-15   4.8 GB: 13-of-15   4.8 GB: 14-of-15   1.2 GB: 15-of-15
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length200000
Model Max Length200000
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64002
Torch Data Typebfloat16

Quantized Models of the Tess 34B V1.5B

Model
Likes
Downloads
VRAM
Tess 34B V1.5B GGUF552612 GB
Tess 34B V1.5B GPTQ81118 GB
Tess 34B V1.5B AWQ3919 GB

Best Alternatives to Tess 34B V1.5B

Best Alternatives
Context / RAM
Downloads
Likes
34B Beta195K / 69.2 GB975663
Bagel Hermes 34B Slerp195K / 68.9 GB97351
Yi 34B 200K195K / 68.9 GB11042321
Smaug 34B V0.1195K / 69.2 GB974562
Casual Magnum 34B195K / 68.8 GB51
Bagel 34B V0.2195K / 68.7 GB275241
Yi 34B 200K AEZAKMI V2195K / 69.2 GB187212
Smaug 34B V0.1 ExPO195K / 69.2 GB91070
Faro Yi 34B195K / 69.2 GB97686
Bagel DPO 34B V0.5195K / 68.7 GB805517
Note: green Score (e.g. "73.2") means that the model is better than migtissera/Tess-34B-v1.5b.

Rank the Tess 34B V1.5B 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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Release v20241124
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