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Yi 34B 200K Aezakmi Raw Toxic 2702 4.65bpw EXL2 by adamo1139

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Yi 34B 200K Aezakmi Raw Toxic 2702 4.65bpw EXL2 is an open-source language model by adamo1139. Features: 34b LLM, VRAM: 20.8GB, Context: 195K, License: apache-2.0, Quantized, LLM Explorer Score: 0.13.

  Autotrain compatible   Endpoints compatible   Exl2   Llama   Quantized   Region:us   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/adamo1139/yi-34b-200k-aezakmi-raw-toxic-2702-4.65bpw-exl2 

Yi 34B 200K Aezakmi Raw Toxic 2702 4.65bpw EXL2 Benchmarks

LLME Score: 0.13099
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 Aezakmi Raw Toxic 2702 4.65bpw EXL2 (adamo1139/yi-34b-200k-aezakmi-raw-toxic-2702-4.65bpw-exl2)
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Yi 34B 200K Aezakmi Raw Toxic 2702 4.65bpw EXL2 Parameters and Internals

Model Type 
chat model
Use Cases 
Areas:
chat
Primary Use Cases:
cozy free chatbot
Additional Notes 
Model has a tendency to talk about stocks a lot, resembling chat on the WSB forum.
Training Details 
Data Sources:
RAWrr v2 dataset, AEZAKMI v3-3 dataset, unalignment/toxic-dpo-v0.1, WSB dataset
Methodology:
Fine-tuned via DPO, then fine-tuned on AEZAKMI v3-3 via SFT, and DPO tuned on unalignment/toxic-dpo-v0.1.
Context Length:
200000
Training Time:
40-50 hours
Input Output 
Input Format:
ChatML
Performance Tips:
Temp setting around 0.3-0.5 works well. Temp at 1.2 is unstable.
LLM NameYi 34B 200K Aezakmi Raw Toxic 2702 4.65bpw EXL2
Repository 🤗https://huggingface.co/adamo1139/yi-34b-200k-aezakmi-raw-toxic-2702-4.65bpw-exl2 
Model Size34b
Required VRAM20.8 GB
Updated2025-11-15
Maintaineradamo1139
Model Typellama
Model Files  4.3 GB: 1-of-5   4.2 GB: 2-of-5   4.2 GB: 3-of-5   4.3 GB: 4-of-5   3.8 GB: 5-of-5
Quantization Typeexl2
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-aezakmi-raw-toxic-2702-4.65bpw-exl2.

Rank the Yi 34B 200K Aezakmi Raw Toxic 2702 4.65bpw EXL2 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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