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you have run huggingface-cli login\n", + "input_dataset = load_dataset(\"sablo/SHP-2-dpo\")\n", + "input_dataset" + ] + }, + { + "cell_type": "code", + "source": [ + "import re\n", + "from itertools import chain\n", + "\n", + "def count_words(text):\n", + " words = re.findall(r\"\\b\\w+\\b\", text)\n", + " return len(words)" + ], + "metadata": { + "id": "tIKKhFkD9ngD" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "!pip install tiktoken -q\n", + "import os\n", + "\n", + "import tiktoken\n", + "\n", + "# To get the tokeniser corresponding to a specific model in the OpenAI API:\n", + "enc = tiktoken.encoding_for_model(\"gpt-4\")\n", + "\n", + "\n", + "def count_tokens(text:str):\n", + " if len(str(text).strip()) < 2:\n", + " return 0\n", + "\n", + " return len(\n", + " enc.encode(text, allowed_special={\"<|endoftext|>\"})\n", + " )\n", + "count_tokens('ayyyy lmao!')" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "mfFtOrAl94WM", + "outputId": "82222a49-0d83-42f6-a234-92dd7475eea1" + }, + "execution_count": 5, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "6" + ] + }, + "metadata": {}, + "execution_count": 5 + } + ] + }, + { + "cell_type": "code", + "source": [ + "def check_within_ctx(example, max_ctx: int = 4096):\n", + "\n", + " try:\n", + " words_full_chosen = count_tokens(example[\"prompt\"]) + count_tokens(\n", + " example[\"chosen\"]\n", + " )\n", + " words_full_rejected = count_tokens(example[\"prompt\"]) + count_tokens(\n", + " example[\"rejected\"]\n", + " )\n", + " except Exception as e:\n", + " print(e)\n", + " return False\n", + "\n", + " return words_full_chosen <= max_ctx and words_full_rejected <= max_ctx\n", + "\n", + "\n", + "check_within_ctx(input_dataset[\"train\"][0])" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "3kAzWemy-ZBa", + "outputId": "c3a26892-5f84-4575-ea6f-299c13b47bd7" + 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