πΌ PandaLM: ReProducible and Automated Language Model Assessment
Judge large language model, named PandaLM, which is trained to distinguish the superior model given several LLMs. PandaLM's focus extends beyond just the objective correctness of responses, which is the main focus of traditional evaluation datasets.
PandaLM - ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠΈΠ²Π°Π΅Ρ Π°Π²ΡΠΎΠΌΠ°ΡΠΈΠ·ΠΈΡΠΎΠ²Π°Π½Π½ΡΠ΅ ΡΡΠ°Π²Π½Π΅Π½ΠΈΡ ΠΌΠ΅ΠΆΠ΄Ρ ΡΠ°Π·Π»ΠΈΡΠ½ΡΠΌΠΈ Π±ΠΎΠ»ΡΡΠΈΠΌΠΈ ΡΠ·ΡΠΊΠΎΠ²ΡΠΌΠΈ ΠΌΠΎΠ΄Π΅Π»ΡΠΌΠΈ (LLM). ΠΠ°Π΄Π°Π²Π°Ρ ΠΎΠ΄ΠΈΠ½Π°ΠΊΠΎΠ²ΡΠΉ ΠΊΠΎΠ½ΡΠ΅ΠΊΡΡ, PandaLM ΠΌΠΎΠΆΠ΅Ρ ΡΡΠ°Π²Π½ΠΈΠ²Π°ΡΡ ΠΎΡΠ²Π΅ΡΡ ΡΠ°Π·Π»ΠΈΡΠ½ΡΡ LLM ΠΈ ΠΏΡΠ΅Π΄ΠΎΡΡΠ°Π²Π»ΡΡΡ ΠΏΡΠΈΡΠΈΠ½Ρ ΡΠ΅ΡΠ΅Π½ΠΈΡ Π²ΠΌΠ΅ΡΡΠ΅ Ρ ΡΡΠ°Π»ΠΎΠ½Π½ΡΠΌ ΠΎΡΠ²Π΅ΡΠΎΠΌ.
π₯ Github: https://github.com/weopenml/pandalm
π Paper: https://arxiv.org/abs/2306.05087v1
π Dataset: github.com/tatsu-lβ¦d_alpacaai_machinelearning_big_data