Codellama2 Finetuned Spiderdata by MerziaAdamjee

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  Autotrain compatible Base model:codellama/codellama... Base model:finetune:codellama/...   Codegen   Endpoints compatible   Finetuned   Generated from trainer   Instruct   Llama   Lora   Pytorch   Region:us   Sharded

Codellama2 Finetuned Spiderdata Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codellama2 Finetuned Spiderdata (MerziaAdamjee/codellama2-finetuned-spiderdata)

Codellama2 Finetuned Spiderdata Parameters and Internals

Additional Notes 
This model is fine-tuned specifically with the spiderdata. Many sections on model description, intended uses, and other specific details were marked as 'More information needed'.
LLM NameCodellama2 Finetuned Spiderdata
Repository ๐Ÿค—https://huggingface.co/MerziaAdamjee/codellama2-finetuned-spiderdata 
Base Model(s)  CodeLlama 7B Instruct Hf   codellama/CodeLlama-7b-Instruct-hf
Model Size7b
Required VRAM13.5 GB
Updated2025-03-12
MaintainerMerziaAdamjee
Instruction-BasedYes
Model Files  0.0 GB   10.0 GB: 1-of-2   3.5 GB: 2-of-2   0.0 GB
Generates CodeYes
Model ArchitectureAutoModelForCausalLM
Licensellama2
Is Biasednone
Tokenizer ClassCodeLlamaTokenizer
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param8

Best Alternatives to Codellama2 Finetuned Spiderdata

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Code Llama Python0K / 0.3 GB41
...ama2 Finetuned Spiderdata Copy0K / 0 GB130
Note: green Score (e.g. "73.2") means that the model is better than MerziaAdamjee/codellama2-finetuned-spiderdata.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227