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Llama3.1 8B Text2cypher by Azzedde

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  4bit   Autotrain compatible Base model:finetune:unsloth/ll... Base model:unsloth/llama-3.1-8...   Conversational Dataset:neo4j/text2cypher-2024...   En   Endpoints compatible   Instruct   Llama   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Azzedde/llama3.1-8b-text2cypher 

Llama3.1 8B Text2cypher Benchmarks

LLME Score: 0.24142
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3.1 8B Text2cypher (Azzedde/llama3.1-8b-text2cypher)
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Llama3.1 8B Text2cypher Parameters and Internals

LLM NameLlama3.1 8B Text2cypher
Repository 🤗https://huggingface.co/Azzedde/llama3.1-8b-text2cypher 
Base Model(s)  unsloth/Llama-3.1-8B-Instruct   unsloth/Llama-3.1-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-08-26
MaintainerAzzedde
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.48.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16

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...B Instruct Gradient 1048K 4bit1024K / 4.5 GB92
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... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB33
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Llama 3 8B Instruct 262K 2bit256K / 2.5 GB91
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB41

Rank the Llama3.1 8B Text2cypher 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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