Zephyr Quiklang 3B 4K GGUF by TheBloke

 ยป  All LLMs  ยป  TheBloke  ยป  Zephyr Quiklang 3B 4K GGUF   URL Share it on

Base model:quantized:walmart-t... Base model:walmart-the-bag/zep...   Causal lm   Conversational   Dataset:teknium/openhermes   Gguf   Quantized   Region:us   Stablelm epoch

Zephyr Quiklang 3B 4K GGUF Benchmarks

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 4K GGUF (TheBloke/zephyr-quiklang-3b-4K-GGUF)
๐ŸŒŸ Advertise your project ๐Ÿš€

Zephyr Quiklang 3B 4K GGUF Parameters and Internals

Model Type 
stablelm_epoch
Additional Notes 
This is the 4K version with 1000 more samples of openhermes.
Training Details 
Data Sources:
teknium/openhermes, unalignment/toxic-dpo-v0.1
Data Volume:
10,000 samples
Methodology:
Finetune with toxic-dpo and openhermes datasets
Context Length:
4096
Hardware Used:
1xA6000-48GB
Input Output 
Input Format:
<|system|> {system_message}~~ <|user|> {prompt}~~ <|assistant|>
Accepted Modalities:
text
LLM NameZephyr Quiklang 3B 4K GGUF
Repository ๐Ÿค—https://huggingface.co/TheBloke/zephyr-quiklang-3b-4K-GGUF 
Model NameZephyr Quiklang 3B 4K
Model Creatorwbag
Base Model(s)  Zephyr Quiklang 3B 4K   Walmart-the-bag/zephyr-quiklang-3b-4K
Model Size3b
Required VRAM1.2 GB
Updated2025-09-17
MaintainerTheBloke
Model Typestablelm_epoch
Model Files  1.2 GB   1.5 GB   1.4 GB   1.2 GB   1.6 GB   1.7 GB   1.6 GB   1.9 GB   2.0 GB   1.9 GB   2.3 GB   3.0 GB
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother

Best Alternatives to Zephyr Quiklang 3B 4K GGUF

Best Alternatives
Context / RAM
Downloads
Likes
Llama32 3B En Emo V3128K / 2 GB150
Llama 3.2 3B VanRossum0K / 6.5 GB2950
Legal Llama3 Lora Model0K / 3.4 GB60
MedQwen3B Reasoner0K / 6.2 GB15513
...a Song Stream 3B Instruct GGUF0K / 2 GB1896
Llama Chat Summary 3.2 3B GGUF0K / 2 GB2014
Llama Deepsync 3B GGUF0K / 2 GB874
Deepsync 240 GGUF0K / 2 GB502
QwQ LCoT 3B Instruct GGUF0K / 1.9 GB827
... Sentient 3.2 3B Instruct GGUF0K / 2 GB1418
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/zephyr-quiklang-3b-4K-GGUF.

Rank the Zephyr Quiklang 3B 4K GGUF Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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  

What open-source LLMs or SLMs are you in search of? 51415 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124