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Zephyr Quiklang 3B 4K by Walmart-the-bag

 »  All LLMs  »  Walmart-the-bag  »  Zephyr Quiklang 3B 4K   URL Share it on

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Base model:finetune:walmart-th... Base model:walmart-the-bag/zep...   Causal lm   Conversational   Custom code   Dataset:teknium/openhermes   Feature-extraction   Pytorch   Region:us   Stablelm epoch
Model Card on HF 🤗: https://huggingface.co/Walmart-the-bag/zephyr-quiklang-3b-4K 

Zephyr Quiklang 3B 4K Benchmarks

LLME Score: 0.12742
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 (Walmart-the-bag/zephyr-quiklang-3b-4K)
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Zephyr Quiklang 3B 4K Parameters and Internals

Model Type 
text-generation, causal_lm
Additional Notes 
This is a 4K version with 1000 more samples of openhermes than the original model.
Training Details 
Data Sources:
teknium/openhermes, unalignment/toxic-dpo-v0.1
Data Volume:
10000 samples
Methodology:
finetuning
Hardware Used:
1xA6000-48GB
LLM NameZephyr Quiklang 3B 4K
Repository 🤗https://huggingface.co/Walmart-the-bag/zephyr-quiklang-3b-4K 
Base Model(s)  Zephyr Quiklang 3B   Walmart-the-bag/zephyr-quiklang-3b
Model Size3b
Required VRAM5.9 GB
Updated2025-09-23
MaintainerWalmart-the-bag
Model Typestablelm_epoch
Model Files  5.9 GB   0.0 GB
Model ArchitectureStableLMEpochForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.34.1
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|endoftext|>
Vocabulary Size50304
Torch Data Typefloat16

Quantized Models of the Zephyr Quiklang 3B 4K

Model
Likes
Downloads
VRAM
Zephyr Quiklang 3B 4K GGUF41321 GB
Zephyr Quiklang 3B 4K GPTQ281 GB

Best Alternatives to Zephyr Quiklang 3B 4K

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Slim Sa Ner4K / 5.6 GB76
Slim Tags 3B4K / 5.6 GB24
Slim Summary4K / 5.6 GB108
Slim Xsum4K / 5.6 GB36
Memphis CoT 3B4K / 5.6 GB1030
Tofu 3B4K / 5.6 GB42
Note: green Score (e.g. "73.2") means that the model is better than Walmart-the-bag/zephyr-quiklang-3b-4K.

Rank the Zephyr Quiklang 3B 4K 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 v20241124
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