File size: 4,055 Bytes
460d762 d52179b 460d762 d16cee2 d52179b 460d762 d16cee2 460d762 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 |
from dataclasses import dataclass
# These classes are for user facing column names, to avoid having to change them
# all around the code when a modif is needed
@dataclass
class ColumnContent:
name: str
type: str
displayed_by_default: bool
hidden: bool = False
def fields(raw_class):
return [v for k, v in raw_class.__dict__.items() if k[:2] != "__" and k[-2:] != "__"]
@dataclass(frozen=True)
class AutoEvalColumn: # Auto evals column
model = ColumnContent("Model", "markdown", True)
average = ColumnContent("Average ⬆️", "number", True)
arc = ColumnContent("ARC ⬆️", "number", True)
hellaswag = ColumnContent("HellaSwag ⬆️", "number", True)
mmlu = ColumnContent("MMLU ⬆️", "number", True)
truthfulqa = ColumnContent("TruthfulQA (MC) ⬆️", "number", True)
model_type = ColumnContent("Type", "bool", False)
is_8bit = ColumnContent("8bit", "bool", False, True)
license = ColumnContent("Hub License", "str", False)
params = ColumnContent("#Params (B)", "number", False)
likes = ColumnContent("Hub ❤️", "number", False)
revision = ColumnContent("Model sha", "str", False, False)
dummy = ColumnContent("model_name_for_query", "str", True) # dummy col to implement search bar (hidden by custom CSS)
@dataclass(frozen=True)
class EloEvalColumn: # Elo evals column
model = ColumnContent("Model", "markdown", True)
gpt4 = ColumnContent("GPT-4 (all)", "number", True)
human_all = ColumnContent("Human (all)", "number", True)
human_instruct = ColumnContent("Human (instruct)", "number", True)
human_code_instruct = ColumnContent("Human (code-instruct)", "number", True)
@dataclass(frozen=True)
class EvalQueueColumn: # Queue column
model = ColumnContent("model", "markdown", True)
revision = ColumnContent("revision", "str", True)
private = ColumnContent("private", "bool", True)
is_8bit = ColumnContent("8bit_eval", "bool", True)
has_delta_weight = ColumnContent("is_delta_weight", "bool", True)
status = ColumnContent("status", "str", True)
LLAMAS = ["huggingface/llama-7b", "huggingface/llama-13b", "huggingface/llama-30b", "huggingface/llama-65b"]
KOALA_LINK = "https://huggingface.co/TheBloke/koala-13B-HF"
VICUNA_LINK = "https://huggingface.co/lmsys/vicuna-13b-delta-v1.1"
OASST_LINK = "https://huggingface.co/OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5"
DOLLY_LINK = "https://huggingface.co/databricks/dolly-v2-12b"
MODEL_PAGE = "https://huggingface.co/models"
LLAMA_LINK = "https://ai.facebook.com/blog/large-language-model-llama-meta-ai/"
VICUNA_LINK = "https://huggingface.co/CarperAI/stable-vicuna-13b-delta"
ALPACA_LINK = "https://crfm.stanford.edu/2023/03/13/alpaca.html"
def model_hyperlink(link, model_name):
return f'<a target="_blank" href="{link}" style="color: var(--link-text-color); text-decoration: underline;text-decoration-style: dotted;">{model_name}</a>'
def make_clickable_model(model_name):
link = f"https://huggingface.co/{model_name}"
if model_name in LLAMAS:
link = LLAMA_LINK
model_name = model_name.split("/")[1]
elif model_name == "HuggingFaceH4/stable-vicuna-13b-2904":
link = VICUNA_LINK
model_name = "stable-vicuna-13b"
elif model_name == "HuggingFaceH4/llama-7b-ift-alpaca":
link = ALPACA_LINK
model_name = "alpaca-13b"
if model_name == "dolly-12b":
link = DOLLY_LINK
elif model_name == "vicuna-13b":
link = VICUNA_LINK
elif model_name == "koala-13b":
link = KOALA_LINK
elif model_name == "oasst-12b":
link = OASST_LINK
#else:
# link = MODEL_PAGE
return model_hyperlink(link, model_name)
def styled_error(error):
return f"<p style='color: red; font-size: 20px; text-align: center;'>{error}</p>"
def styled_warning(warn):
return f"<p style='color: orange; font-size: 20px; text-align: center;'>{warn}</p>"
def styled_message(message):
return f"<p style='color: green; font-size: 20px; text-align: center;'>{message}</p>" |