Note ICL : llama3-8b vs llama3-70B

Note ICL: phi3 mini vs phi3 small

Note Finetuning: llama3.1 on raw data

Note Finetuning: Tinyllama1.1B on processed method level data

Note Domain Adaption: Tinyllama1.1B on processed method level data

Note Alignment: llama3-8b

Note Alignment: mistralv0.2

Nutanix/Meta-Llama-3.1-8B-Instruct_cppunittest_lora_8_alpha_16

Updated Jul 28

Note Model: Llama3.1 LoRA on class level raw data Finetuning

Nutanix/Mistral-7B-Instruct-v0.2_cppunittest_lora_8_alpha_16

Updated Aug 20

Note Model: Mistralv0.2 Finetuning on class level raw data

Nutanix/TinyLlama-1.1B-32k-Instruct_cppunittestprocessed_lora_16_alpha_16

Updated Jul 28

Note Model : Tinyllama Lora (r=16, alpha = 16) Finetuning on method level data

Nutanix/TinyLlama-1.1B-32k-Instruct_full_finetuning

Text Generation • Updated Aug 8 • 5

Note Model : TinyLlama Domain Adaption on method level data

Nutanix/Meta-Llama-3.1-8B-Instruct_cppunittest_full_finetuning

Text Generation • Updated Aug 20 • 4

Note Model : Llama3.1 Domain Adaption

Nutanix/Meta-Llama-3.1-8B-Instruct_KTO_lora_cpp_unit_test

Updated Aug 20

Note Model : Llama 3.1 Alignment

Nutanix/Mistral-7B-Instruct-v0.2_KTO_lora_cpp_unit_test

Updated Aug 17

Note Model : Mistralv0.2 Alignment