julien-c

import logging

from transformers.modeling_bart import BartForSequenceClassification
from transformers.pipelines import TextClassificationPipeline
from transformers.tokenization_bart import BartTokenizer


logging.basicConfig(level=logging.INFO)

julien-c

API Name	Memory	vCPUs	Physical Processor	Network Performance	Linux On Demand cost	Linux Reserved cost
a1.2xlarge	16.0 GiB	8 vCPUs	AWS Graviton Processor	Up to 10 Gigabit	$148.92 monthly	$93.80 monthly
a1.4xlarge	32.0 GiB	16 vCPUs	AWS Graviton Processor	Up to 10 Gigabit	$297.84 monthly	$187.61 monthly
a1.large	4.0 GiB	2 vCPUs	AWS Graviton Processor	Up to 10 Gigabit	$37.23 monthly	$23.43 monthly
a1.medium	2.0 GiB	1 vCPUs	AWS Graviton Processor	Up to 10 Gigabit	$18.61 monthly	$11.75 monthly
a1.metal	32.0 GiB	16 vCPUs	AWS Graviton Processor	Up to 10 Gigabit	$297.84 monthly	$187.61 monthly
a1.xlarge	8.0 GiB	4 vCPUs	AWS Graviton Processor	Up to 10 Gigabit	$74.46 monthly	$46.93 monthly
c1.medium	1.7 GiB	2 vCPUs	Intel Xeon Family	Moderate	$94.90 monthly	$66.43 monthly

julien-c

export class ModelInfo {
	/**
	 * Key to config.json file.
	 */
	key:          string;
	etag:         string;
	lastModified: Date;
	size:         number;
	modelId:      ModelId;
	author?:      AuthorId;

julien-c

import os
import subprocess
from huggingface_hub.hf_api import HfApi
from huggingface_hub.repository import Repository

os.makedirs("./Helsinki-NLP/", exist_ok=True)

os.environ["GIT_LFS_SKIP_SMUDGE"] = "1"
# Important, to not download the large files

julien-c

Map(98) {
  'unspecified' => 6519,
  'unknown' => 230,
  'cc-by-4.0' => 131,
  'cc-by-sa-4.0' => 76,
  'mit' => 73,
  'apache-2.0' => 41,
  'cc0-1.0' => 40,
  'cc-by-nc-sa-4.0' => 36,
  'cc-by-nc-4.0' => 21,