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Zephyr Quiklang 3B GPTQ by TheBloke

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Zephyr Quiklang 3B GPTQ is an open-source language model by TheBloke. Features: 3b LLM, VRAM: 1.8GB, Context: 4K, License: mit, Quantized, LLM Explorer Score: 0.11.

  4-bit   Causal lm   Conversational   Custom code   Dataset:teknium/openhermes Dataset:unalignment/toxic-dpo-...   Feature-extraction   Gptq   Quantized   Region:us   Safetensors   Stablelm epoch
Model Card on HF 🤗: https://huggingface.co/TheBloke/zephyr-quiklang-3b-GPTQ 

Zephyr Quiklang 3B GPTQ Benchmarks

LLME Score: 0.10944
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zephyr Quiklang 3B GPTQ (TheBloke/zephyr-quiklang-3b-GPTQ)
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Zephyr Quiklang 3B GPTQ Parameters and Internals

Model Type 
stablelm_epoch
Additional Notes 
This is a finetune of StableLM-Zephyr-3B with two datasets (openhermes and toxic-dpo).
Training Details 
Data Sources:
unalignment/toxic-dpo-v0.1, teknium/openhermes
Data Volume:
10000 samples
Context Length:
1024
Hardware Used:
1xA6000-48GB
Input Output 
Input Format:
<|system|> {system_message}~~ <|user|> {prompt}~~ <|assistant|>
LLM NameZephyr Quiklang 3B GPTQ
Repository 🤗https://huggingface.co/TheBloke/zephyr-quiklang-3b-GPTQ 
Model NameZephyr Quiklang 3B
Model Creatorwbag
Base Model(s)  Zephyr Quiklang 3B   Walmart-the-bag/zephyr-quiklang-3b
Model Size3b
Required VRAM1.8 GB
Updated2026-05-18
MaintainerTheBloke
Model Typestablelm_epoch
Model Files  1.8 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureStableLMEpochForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|endoftext|>
Vocabulary Size50304
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/zephyr-quiklang-3b-GPTQ.

Rank the Zephyr Quiklang 3B 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  
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Multi-Language Support and Translation  

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