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Baize V2 7B SuperHOT 8K GPTQ by TheBloke

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Baize V2 7B SuperHOT 8K GPTQ is an open-source language model by TheBloke. Features: 7b LLM, VRAM: 4GB, Context: 8K, License: other, Quantized, LLM Explorer Score: 0.08.

  Arxiv:2304.01196   4-bit   Autotrain compatible   Custom code   Ext 8k   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Baize-v2-7B-SuperHOT-8K-GPTQ 

Baize V2 7B SuperHOT 8K GPTQ Benchmarks

LLME Score: 0.08241
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Baize V2 7B SuperHOT 8K GPTQ (TheBloke/Baize-v2-7B-SuperHOT-8K-GPTQ)
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Baize V2 7B SuperHOT 8K GPTQ Parameters and Internals

Model Type 
Language Model, Text Generation
Use Cases 
Areas:
Research, Conversational AI
Applications:
Chatbot, AI Assistant
Primary Use Cases:
Human-like conversations, Extended context applications
Limitations:
Unethical, controversial, or sensitive issues are avoided
Considerations:
The AI declines to engage with unethical topics.
Additional Notes 
Ensure to follow conversation format for correct model operation.
Training Details 
Data Sources:
Supervised Fine-Tuning (SFT), Self-Distillation with Feedback (SDF)
Methodology:
LoRA
Context Length:
8192
Model Architecture:
Baize model merged with LLaMA
Input Output 
Input Format:
[|Human|]Hello!
Accepted Modalities:
text
Output Format:
[|AI|]Hi!
Performance Tips:
Increase max_seq_len to 8192 and set compress_pos_emb to 4 for best results
Release Notes 
Version:
v2
Date:
Unspecified
Notes:
Includes increased context, 4-bit quantization for efficient performance.
LLM NameBaize V2 7B SuperHOT 8K GPTQ
Repository 🤗https://huggingface.co/TheBloke/Baize-v2-7B-SuperHOT-8K-GPTQ 
Model Size7b
Required VRAM4 GB
Updated2025-11-12
MaintainerTheBloke
Model Typellama
Model Files  4.0 GB
GPTQ QuantizationYes
Context Length8k
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.30.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Baize-v2-7B-SuperHOT-8K-GPTQ.

Rank the Baize V2 7B SuperHOT 8K GPTQ 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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