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PULI LlumiX 32K Instruct F16 0.1 by ariel-ml

 »  All LLMs  »  ariel-ml  »  PULI LlumiX 32K Instruct F16 0.1   URL Share it on

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  Autotrain compatible Base model:finetune:nytk/puli-... Base model:nytk/puli-llumix-32...   Conversational   Custom code   Dataset:boapps/szurkemarha   En   Endpoints compatible   Finetuned   Fp16   Hu   Instruct   Llama   Puli   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/ariel-ml/PULI-LlumiX-32K-instruct-f16-0.1 

PULI LlumiX 32K Instruct F16 0.1 Benchmarks

LLME Score: 0.18288
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
PULI LlumiX 32K Instruct F16 0.1 (ariel-ml/PULI-LlumiX-32K-instruct-f16-0.1)

PULI LlumiX 32K Instruct F16 0.1 Parameters and Internals

Model Type 
text generation
Supported Languages 
hu (Hungarian), en (English)
Training Details 
Data Sources:
boapps/szurkemarha
Data Volume:
~30k instructions
Methodology:
Continued pretraining on Hungarian dataset, context length extended to 32K with position interpolation
Context Length:
32768
Training Time:
100,000 steps
Hardware Used:
L4 GPU
LLM NamePULI LlumiX 32K Instruct F16 0.1
Repository 🤗https://huggingface.co/ariel-ml/PULI-LlumiX-32K-instruct-f16-0.1 
Base Model(s)  PULI LlumiX 32K   NYTK/PULI-LlumiX-32K
Model Size6.7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerariel-ml
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languageshu en
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length32768
Model Max Length32768
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ariel-ml/PULI-LlumiX-32K-instruct-f16-0.1.

Rank the PULI LlumiX 32K Instruct F16 0.1 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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Release v20241227
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