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Stable Cypher Instruct 3B by lakkeo

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Stable Cypher Instruct 3B is an open-source language model by lakkeo. Features: 3b LLM, VRAM: 1.7GB, Context: 16K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.15.

  8-bit   Autotrain compatible Base model:finetune:stabilitya... Base model:stabilityai/stable-...   Bitsandbytes   Code   Conversational   Cypher   En   Gguf   Graph   Instruct   Neo4j   Quantized   Region:us   Safetensors   Stablelm
Model Card on HF 🤗: https://huggingface.co/lakkeo/stable-cypher-instruct-3b 

Stable Cypher Instruct 3B Benchmarks

LLME Score: 0.14946
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stable Cypher Instruct 3B (lakkeo/stable-cypher-instruct-3b)
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Stable Cypher Instruct 3B Parameters and Internals

Model Type 
causal-lm, code, cypher, graph, neo4j
Additional Notes 
The model is specialized in generating CYPHER queries from text for GraphDBs like neo4j. It demonstrates significant progress over previous state-of-the-art models like GPT4-o and is suggested to be finetuned on specific company syntax and entities.
Supported Languages 
en (English)
Training Details 
Data Sources:
https://github.com/neo4j-labs/text2cypher/tree/main/datasets/synthetic_opus_demodbs
Methodology:
Finetune
LLM NameStable Cypher Instruct 3B
Repository 🤗https://huggingface.co/lakkeo/stable-cypher-instruct-3b 
Base Model(s)  Stable Code Instruct 3B   stabilityai/stable-code-instruct-3b
Model Size3b
Required VRAM1.7 GB
Updated2025-06-12
Maintainerlakkeo
Model Typestablelm
Instruction-BasedYes
Model Files  3.6 GB   1.7 GB   2.0 GB   3.0 GB   5.6 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureStableLmForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.41.2
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|endoftext|>
Vocabulary Size50304
Torch Data Typefloat32

Best Alternatives to Stable Cypher Instruct 3B

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Context / RAM
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Likes
Stable Cypher Instruct 3B16K / 1.7 GB115828
Stable Code Instruct 3B16K / 5.6 GB1410182
...struct 3B Spider 1500 Steps Q416K / 1.7 GB150
Stable Code Instruct 3B 4bit16K / 1.8 GB525
...t 3B Mix Spider Bird 200 Steps16K / 5.6 GB90
... Instruct 3B Spider 3500 Steps16K / 11.2 GB50
Stable Code Instruct 3B AWQ16K / 1.8 GB50
Stablelm Zephyr 3B4K / 5.6 GB16812259
ReMask 3B4K / 11.2 GB5816
Note: green Score (e.g. "73.2") means that the model is better than lakkeo/stable-cypher-instruct-3b.

Rank the Stable Cypher Instruct 3B 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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