Yi 1.5 34B Chat Bpw3.5 EXL2 by blockblockblock

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  Arxiv:2403.04652   Autotrain compatible   Conversational   Endpoints compatible   Exl2   Ggml   Gguf   Llama   Q4   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Yi 1.5 34B Chat Bpw3.5 EXL2 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 1.5 34B Chat Bpw3.5 EXL2 (blockblockblock/Yi-1.5-34B-Chat-bpw3.5-exl2)

Yi 1.5 34B Chat Bpw3.5 EXL2 Parameters and Internals

Model Type 
Chat models, Base models
Use Cases 
Areas:
Research, Commercial applications
Applications:
Coding, Math, Reasoning, Instruction-following
Primary Use Cases:
Language understanding, Commonsense reasoning, Reading comprehension
Limitations:
Not specified
Considerations:
Not specified
Supported Languages 
English (High proficiency), Other languages (Partial proficiency (uncertain of full extent))
Training Details 
Data Sources:
High-quality corpus
Data Volume:
500B tokens
Methodology:
Pre-trained and fine-tuned
Context Length:
4000
Training Time:
Not specified
Hardware Used:
Not specified
Model Architecture:
Not specified
Input Output 
Input Format:
Text
Accepted Modalities:
Text
Output Format:
Text responses
Performance Tips:
Refer to guidelines in README
Release Notes 
Version:
1.5
Date:
Not specified
Notes:
Upgraded from Yi with enhanced performance.
LLM NameYi 1.5 34B Chat Bpw3.5 EXL2
Repository ๐Ÿค—https://huggingface.co/blockblockblock/Yi-1.5-34B-Chat-bpw3.5-exl2 
Model Size34b
Required VRAM15.9 GB
Updated2025-02-22
Maintainerblockblockblock
Model Typellama
Model Files  20.7 GB   8.6 GB: 1-of-2   7.3 GB: 2-of-2
GGML QuantizationYes
GGUF QuantizationYes
Quantization Typeggml|exl2|q4|gguf|q4_k
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than blockblockblock/Yi-1.5-34B-Chat-bpw3.5-exl2.

Rank the Yi 1.5 34B Chat Bpw3.5 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227