KaraKaraWitch/HiTZ-GoLLIE-13B-AsSafeTensors
HiTZ-GoLLIE-13B-AsSafeTensors is a 13 billion parameter text generation model developed by HiTZ Basque Center for Language Technology, fine-tuned from CODE-LLaMA2. This model is specifically designed for zero-shot Information Extraction by following annotation guidelines, allowing users to define schemas on the fly. It excels at extracting structured information from text based on detailed, user-provided definitions rather than relying solely on pre-encoded LLM knowledge.
Hugging Face Popular Sampler Settings
Most commonly used values from Featherless users
temperature
This setting influences the sampling randomness. Lower values make the model more deterministic; higher values introduce randomness. Zero is greedy sampling.
top_p
This setting controls the cumulative probability of considered top tokens. Must be in (0, 1]. Set to 1 to consider all tokens.
top_k
This limits the number of top tokens to consider. Set to -1 to consider all tokens.
frequency_penalty
This setting penalizes new tokens based on their frequency in the generated text. Values > 0 encourage new tokens; < 0 encourages repetition.
presence_penalty
This setting penalizes new tokens based on their presence in the generated text so far. Values > 0 encourage new tokens; < 0 encourages repetition.
repetition_penalty
This setting penalizes new tokens based on their appearance in the prompt and generated text. Values > 1 encourage new tokens; < 1 encourages repetition.
min_p
This setting representing the minimum probability for a token to be considered relative to the most likely token. Must be in [0, 1]. Set to 0 to disable.