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Yi 34B 200K Rawrr DPO 1 by adamo1139

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  Autotrain compatible   Dataset:adamo1139/rawrr v1   Endpoints compatible   Finetuned   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/adamo1139/yi-34b-200k-rawrr-dpo-1 

Yi 34B 200K Rawrr DPO 1 Benchmarks

ARC: 65.44 vs 96.7 (so35)-32.3%
HellaSwag: 85.69 vs 95.3 (gpt4)-10.1%
MMLU: 76.09 vs 88.3 (so35)-13.8%
TruthfulQA: 54 vs 59 (gpt4)-8.5%
WinoGrande: 82.79 vs 87.5 (gpt4)-5.4%
GSM8K: 61.79 vs 96.4 (so35)-35.9%
LLME Score: 0.18988
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 34B 200K Rawrr DPO 1 (adamo1139/yi-34b-200k-rawrr-dpo-1)

Yi 34B 200K Rawrr DPO 1 Parameters and Internals

Model Type 
completion focused
Use Cases 
Primary Use Cases:
base for further fine-tuning
Limitations:
not meant to follow instructions
Additional Notes 
New stronger RAWRR finetune coming soon
Training Details 
Data Sources:
adamo1139/rawrr_v1
Methodology:
fine-tuned using DPO on rawrr_v1 dataset using QLoRA at ctx 200, lora_r 4 and lora_alpha 8
Context Length:
200
LLM NameYi 34B 200K Rawrr DPO 1
Repository 🤗https://huggingface.co/adamo1139/yi-34b-200k-rawrr-dpo-1 
Model Size34b
Required VRAM69.2 GB
Updated2025-02-22
Maintaineradamo1139
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
Licenseapache-2.0
Context Length200000
Model Max Length200000
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than adamo1139/yi-34b-200k-rawrr-dpo-1.

Rank the Yi 34B 200K Rawrr DPO 1 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 v20241227
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