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Polka 1.1B Chat by eryk-mazus

 »  All LLMs  »  eryk-mazus  »  Polka 1.1B Chat   URL Share it on

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  Arxiv:2305.18290   Autotrain compatible   Conversational Dataset:eryk-mazus/polka-dpo-v...   Generated from trainer   Llama   Pl   Polish   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/eryk-mazus/polka-1.1b-chat 

Polka 1.1B Chat Benchmarks

LLME Score: 0.18218
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Polka 1.1B Chat (eryk-mazus/polka-1.1b-chat)

Polka 1.1B Chat Parameters and Internals

Model Type 
text generation, conversational AI
Use Cases 
Areas:
text generation, conversational applications
Applications:
chatbots, customer service
Primary Use Cases:
acting as a conversational assistant
Additional Notes 
The model uses a custom tokenizer extended for efficient Polish text generation.
Supported Languages 
polish (proficient)
Training Details 
Data Sources:
eryk-mazus/polka-pretrain-en-pl-v1, eryk-mazus/polka-dpo-v1
Data Volume:
5.7 billion tokens
Methodology:
Direct Preference Optimization (DPO)
Context Length:
4096
Model Architecture:
Custom, extended tokenizer for Polish text generation, fine-tuned with DPO.
Input Output 
Input Format:
ChatML format
Accepted Modalities:
text
Output Format:
text
LLM NamePolka 1.1B Chat
Repository 🤗https://huggingface.co/eryk-mazus/polka-1.1b-chat 
Model Size1.1b
Required VRAM4.6 GB
Updated2025-02-22
Maintainereryk-mazus
Model Typellama
Model Files  4.6 GB
Supported Languagespl
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Padding Token<|im_end|>
Vocabulary Size43904
Torch Data Typefloat32

Quantized Models of the Polka 1.1B Chat

Model
Likes
Downloads
VRAM
Polka 1.1B Chat Gguf41210 GB
Polka 1.1B Chat 8bpw EXL21101 GB

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Tinyllama 32k32K / 2.2 GB840
Note: green Score (e.g. "73.2") means that the model is better than eryk-mazus/polka-1.1b-chat.

Rank the Polka 1.1B Chat 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
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