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Sqlcoder 7B 2 by defog

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Rank the Sqlcoder 7B 2 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  
Sqlcoder 7B 2 (defog/sqlcoder-7b-2)

Quantized Models of the Sqlcoder 7B 2

Sqlcoder 7B 2 GGUF11132 GB

Best Alternatives to Sqlcoder 7B 2

Best Alternatives
HF Rank
...rankencria Llama2 11B V1.3 M.151.964K / 20 GB1970
Cria Llama2 7B V1.350.934K / 13.5 GB20662
...eepseek Coder 7B Instruct V1.550.894K / 13.9 GB469550
...nkencria Llama2 12.5B V1.3 M.250.724K / 24.8 GB1890
Cria Llama2 7B V1.3 GGML44.74K / 3.8 GB8620
...odeLlama 7B Hf Neuron 24xlarge16K /  GB800
CodeLlama 7B Instruct Onnx16K /  GB230
... 7B Hf Neuron 24xlarge 16 409616K /  GB200
CodeLlama 7B Hf Neuron 8xlarge16K /  GB50
Small Codellama16K / 9.8 GB90
Note: green Score (e.g. "73.2") means that the model is better than defog/sqlcoder-7b-2.

Sqlcoder 7B 2 Parameters and Internals

LLM NameSqlcoder 7B 2
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM13.5 GB
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3   0.0 GB
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.37.2
Tokenizer ClassCodeLlamaTokenizer
Vocabulary Size32016
Initializer Range0.02
Torch Data Typebfloat16
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024022003