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AIChatBot\u306e\u4f5c\u6210<\/h2>\n

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https:\/\/huggingface.co\/mmnga\/ELYZA-japanese-Llama-2-7b-fast-instruct-gguf\/tree\/main<\/a>
\u3078\u30a2\u30af\u30bb\u30b9\u3057\u3001ELYZA-japanese-Llama-2-7b-fast-instruct-q8_0.gguf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u3053\u308c\u306f7B\uff0870\u5104\uff09\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u30018Bit\u91cf\u5b50\u5316\u3092\u884c\u306a\u3063\u3066\u3044\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n

pip\u3067\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3092\u5165\u308c\u3066\u3044\u304d\u307e\u3059\u3002\u30bf\u30fc\u30df\u30ca\u30eb\u306a\u3069\u3092\u8d77\u52d5\u3057\u3066\u3001

$pip install llama-cpp-python<\/code><\/div>\u3067llama.cpp\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u8fbc\u3093\u3067\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u308c\u308bC++\u8a00\u8a9e\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002\u540c\u6642\u306bllama.cpp\u3092\u4f7f\u3046\u305f\u3081\u306ePython\u7528\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u5c0e\u5165\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u5c0e\u5165\u304c\u7d42\u308f\u3063\u305f\u3089Python\u3092\u66f8\u3044\u3066\u3044\u304d\u307e\u3059\u3002\u65e7\u6765\u306ellama-cpp-python\u306fGGML\u5f62\u5f0f\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u306ellama-cpp-python\u306fGGUF\u5f62\u5f0f\u306e\u307f\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3057\u3001GGML\u5f62\u5f0f\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u305f\u3044\u5834\u5408\u306f\u3001\u5909\u63db\u304c\u53ef\u80fd\u306a\u306e\u3067GGUF\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308c\u3070\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
!\/usr\/bin\/env python3\nimport sys\nimport os\nfrom llama_cpp import Llama\nsys.stdout.reconfigure(encoding='utf-8')\n\n#\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a18\u5165\nprompt = \"\"\"You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe.\nYour answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content.\nPlease ensure that your responses are socially unbiased and positive in nature.\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct.\nIf you don't know the answer to a question, please don't share false information.\n\"\"\"+\u3053\u3053\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a18\u5165+\"\"\"\nAssistant:\"\"\"\n# \u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u53d6\u5f97\nscript_dir = os.path.dirname(os.path.realpath(__file__))\nmodel_path = os.path.join(script_dir, \"models\", \"ELYZA-japanese-Llama-2-7b-fast-instruct-q8_0.gguf\")\n\nllm = Llama(model_path=model_path)\n\n# \u751f\u6210\u5b9f\u884c\noutput = llm(prompt,max_tokens=500)\noutput_res = output['choices'][0]['text']\nprint(output_res)\n<\/code><\/pre><\/div>\n\n\n\n
\u300c\u3053\u3053\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a18\u5165\u300d\u306e\u3068\u3053\u308d\u3067\u3001\u805e\u304d\u305f\u3044\u3053\u3068\u3092\u5165\u529b\u3057\u3066\u5b9f\u884c\u3059\u308c\u3070\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002
\u305f\u3060\u3001\u3053\u308c\u3060\u3068\u3001\u5358\u767a\u306e\u4f1a\u8a71\u3067\u7d42\u308f\u3063\u3066\u3057\u307e\u3044\u3001ChatGPT\u7684\u306a\u8a00\u8449\u306e\u6d41\u308c\u3092\u8003\u616e\u3057\u305f\u7d50\u679c\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\u6d41\u308c\u3092\u8003\u616e\u3057\u305f\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u306f\u3001\u4f1a\u8a71\u306e\u5185\u5bb9\u3092\u4fdd\u5b58\u3057\u3066\u304a\u3044\u3066\u3001\u6bce\u56de\u8cea\u554f\u3092\u6295\u3052\u308b\u3068\u304d\u306b\u5408\u308f\u305b\u3066\u4fdd\u5b58\u3057\u3066\u3044\u308b\u4f1a\u8a71\u306e\u5185\u5bb9\u3092\u4e0e\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u6587\u8108\u3092\u8003\u616e\u3057\u305f\u30d1\u30bf\u30fc\u30f3<\/h3>\n\n\n\n
!\/usr\/bin\/env python3\nimport sys\nimport os\nfrom llama_cpp import Llama\nsys.stdout.reconfigure(encoding='utf-8')\n\nmessages = list()#\u4f1a\u8a71\u5c65\u6b74\u3092\u4fdd\u5b58\u3059\u308b\u914d\u5217\n\n#\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a18\u5165\n\nprompt = \"\"\"You are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe.\nYour answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content.\nPlease ensure that your responses are socially unbiased and positive in nature.\nIf a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct.\nIf you don't know the answer to a question, please don't share false information.\n\"\"\"+\u3053\u3053\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a18\u5165+\"\"\"\nAssistant:\"\"\"\n\n#\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u53d6\u5f97\nscript_dir = os.path.dirname(os.path.realpath(file))\nmodel_path = os.path.join(script_dir, \"models\", \"ELYZA-japanese-Llama-2-7b-fast-instruct-q8_0.gguf\")\n\nllm = Llama(model_path=model_path)\n\nchat_completion_message: ChatCompletionMessage = dict(role=\"user\", content=prompt)\nmessages.append(chat_completion_message)\noutput = llm.create_chat_completion(messages=messages)\noutput_res = output['choices'][0]['message']\nprint(output_res[\"content\"])\n\nif output_res[\"role\"] == \"assistant\":\n    chat_completion_message = dict(role=\"assistant\", content=output_res[\"content\"])\n    messages.append(chat_completion_message)\n<\/code><\/pre><\/div>\n\n\n\n
\u306e\u3088\u3046\u306b\u3057\u3066\u3001\u914d\u5217\u306b\u53cc\u65b9\u306e\u5165\u529b\u5185\u5bb9\u3092\u683c\u7d0d\u3057\u3001\u90fd\u5ea6\u30e2\u30c7\u30eb\u306b\u4e0e\u3048\u308b\u3053\u3068\u3067\u6587\u8108\u3092\u8003\u616e\u3057\u305f\u7d50\u679c\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30b5\u30f3\u30d7\u30eb\u3067\u306f\u3001CPU\u3060\u3051\u306e\u51e6\u7406\u306b\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u307e\u3067\u305d\u308c\u306a\u308a\u306b\u6642\u9593\u304c\u639b\u304b\u308a\u307e\u3059\u3002\u3082\u3057\u3001\u9ad8\u901f\u5316\u3057\u305f\u3044\u5834\u5408\u306f\u3001GPU\u3092\u4f7f\u3046\u3088\u3046\u306b\u3059\u308b\u306a\u3069\u8a2d\u5b9a\u3092\u5909\u3048\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002
7B\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u7cbe\u5ea6\u306f\u30a4\u30de\u30a4\u30c1\u3067\u3059\u304c\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u8ffd\u52a0\u5b66\u7fd2\u3092\u884c\u306a\u3046\u3053\u3068\u3067\u3001\u3042\u308b\u7a0b\u5ea6\u7279\u5316\u3057\u305f\u6c4e\u7528\u7684\u306a\u30e2\u30c7\u30eb\u306b\u3057\u3066\u3044\u304f\u3053\u3068\u3082\u53ef\u80fd\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/h3>\n\n\n\n
\u306a\u304b\u306a\u304b\u500b\u4eba\u30ec\u30d9\u30eb\u3067\u3059\u3068\u3001\u5b9f\u7528\u7684\u306a\u901f\u5ea6\u3067\u52d5\u304b\u3059\u306e\u306f\u96e3\u3057\u3044\u3068\u3053\u308d\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30e2\u30c7\u30eb\u3055\u3048\u624b\u306b\u5165\u308c\u3070\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u4f5c\u6210\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u308b\u306e\u3067\u306f\u7121\u3044\u3067\u3057\u3087\u3046\u304b\uff1f
\u4ed6\u306b\u3082\u30e2\u30c7\u30eb\u306f\u3044\u308d\u3044\u308d\u3068\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002\u81ea\u5206\u306b\u3068\u3063\u3066\u9069\u5207\u3068\u601d\u3048\u308b\u3088\u3046\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u3066\u3001\u4f7f\u3063\u3066\u307f\u308b\u306e\u3082\u624b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
<\/h4>\n","protected":false},"excerpt":{"rendered":"
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