Yi 34B 200K XLCTX AEZAKMI RAW TOXIC 0205 by adamo1139

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  Autotrain compatible   Dataset:adamo1139/aezakmi v3-7 Dataset:adamo1139/rawrr v2-2 s... Dataset:adamo1139/toxic-dpo-na...   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Yi 34B 200K XLCTX AEZAKMI RAW TOXIC 0205 Benchmarks

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 XLCTX AEZAKMI RAW TOXIC 0205 (adamo1139/Yi-34B-200K-XLCTX-AEZAKMI-RAW-TOXIC-0205)

Yi 34B 200K XLCTX AEZAKMI RAW TOXIC 0205 Parameters and Internals

Model Type 
text generation, chatbot
Use Cases 
Areas:
chatbot
Primary Use Cases:
creating a cozy free chatbot
Limitations:
Not good at math or riddles, Possibly unsuitable for commercial use due to dataset restrictions
Additional Notes 
This model is tuned to use more natural language and is very uncensored. This attempt had both max_position_embeddings and model_max_length set to 4096 initially; they were later reverted to 200000 for upload.
Training Details 
Data Sources:
adamo1139/toxic-dpo-natural-v5, adamo1139/AEZAKMI_v3-7, adamo1139/rawrr_v2-2_stage1
Methodology:
Fine-tuning
Context Length:
200000
Training Time:
23 hours total
Hardware Used:
RTX 3090 Ti
Input Output 
Input Format:
ChatML format
LLM NameYi 34B 200K XLCTX AEZAKMI RAW TOXIC 0205
Repository ๐Ÿค—https://huggingface.co/adamo1139/Yi-34B-200K-XLCTX-AEZAKMI-RAW-TOXIC-0205 
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-XLCTX-AEZAKMI-RAW-TOXIC-0205.

Rank the Yi 34B 200K XLCTX AEZAKMI RAW TOXIC 0205 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227