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from huggingface_hub import HfApi, Repository | |
def restart_space(LLM_PERF_LEADERBOARD_REPO, OPTIMUM_TOKEN): | |
HfApi().restart_space( | |
repo_id=LLM_PERF_LEADERBOARD_REPO, token=OPTIMUM_TOKEN | |
) | |
def load_dataset_repo(LLM_PERF_DATASET_REPO, OPTIMUM_TOKEN): | |
llm_perf_repo = None | |
if OPTIMUM_TOKEN: | |
print("Loading LLM-Perf-Dataset from Hub...") | |
llm_perf_repo = Repository( | |
local_dir="./llm-perf-dataset", | |
clone_from=LLM_PERF_DATASET_REPO, | |
token=OPTIMUM_TOKEN, | |
repo_type="dataset", | |
) | |
llm_perf_repo.git_pull() | |
return llm_perf_repo | |
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 | |
return model_hyperlink(link, model_name) | |