{"id":2954,"date":"2024-12-12T17:31:18","date_gmt":"2024-12-12T08:31:18","guid":{"rendered":"https:\/\/technologyagency.net\/wordpress\/?p=2954"},"modified":"2024-12-12T17:36:30","modified_gmt":"2024-12-12T08:36:30","slug":"llama3%e3%82%92%e5%8b%95%e3%81%8b%e3%81%97%e3%81%a6%e3%81%bf%e3%82%8b","status":"publish","type":"post","link":"https:\/\/technologyagency.net\/wordpress\/2024\/12\/12\/llama3%e3%82%92%e5%8b%95%e3%81%8b%e3%81%97%e3%81%a6%e3%81%bf%e3%82%8b\/","title":{"rendered":"Llama3\u3092\u52d5\u304b\u3057\u3066\u307f\u308b"},"content":{"rendered":"\n

\u6e96\u5099<\/h2>\n\n\n\n

\u4e0b\u8a18\u3001URL\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30da\u30fc\u30b8\u304b\u3089\u3001\u5fc5\u8981\u306a\u9805\u76ee\u3092\u5165\u529b\u3057\u3066\u3001\u300cSpecify custom URL\u300d\u3092\u5165\u624b\u3057\u3066\u304a\u304f\u3002<\/p>\n\n\n\n

https:\/\/www.llama.com<\/a><\/p>\n\n\n\n

\u524d\u56de\u3001Llama2\u3092\u52d5\u304b\u3057\u3066\u307f\u308b<\/a>\u3067Llama2\u3092\u52d5\u304b\u3057\u305f\u304c\u3001\u4eca\u56de\u306fLlama3\u3092\u52d5\u304b\u3057\u3066\u307f\u308b\u3002<\/p>\n\n\n\n

\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h2>\n\n\n\n
<\/path><\/path><\/svg><\/span>
pip<\/span> <\/span>install<\/span> <\/span>llama-stack<\/span><\/span>\nllama<\/span> <\/span>model<\/span> <\/span>list<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
<\/p>\n\n\n\n
\u8868\u793a\u3055\u308c\u305f\u30ea\u30b9\u30c8\u304b\u3089\u300cLlama-3.2-1B-Instruct\u300d\u7b49\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u30e2\u30c7\u30eb\u540d\u3092MODEL_ID\u306b\u6307\u5b9a\u3057\u3066\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3002<\/p>\n\n\n\n
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llama<\/span> <\/span>model<\/span> <\/span>download<\/span> <\/span>--source<\/span> <\/span>meta<\/span> <\/span>--model-id<\/span> <\/span>MODEL_ID<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
<\/p>\n\n\n\n
\u5b9f\u884c\u4e2d\u3001\u4e0b\u8a18\u306e\u69d8\u306b\u8868\u793a\u3055\u308c\u305f\u3089\u3001\u4e8b\u524d\u306b\u5165\u624b\u3057\u305f\u300cSpecify custom URL\u300d\u3092\u8cbc\u308a\u4ed8\u3051\u308b\u3002<\/p>\n\n\n\n
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Please<\/span> <\/span>provide<\/span> <\/span>the<\/span> <\/span>signed<\/span> <\/span>URL<\/span> <\/span>for<\/span> <\/span>model<\/span> <\/span>Llama-3.2-1B<\/span> <\/span>you<\/span> <\/span>received<\/span> <\/span>via<\/span> <\/span>email<\/span> <\/span>after<\/span> <\/span>visiting<\/span> <\/span>https:\/\/www.llama.com\/llama-downloads\/<\/span> (e.g., <\/span>https:\/\/llama3-1.llamameta.net\/<\/span>*<\/span>?Policy...<\/span>): <\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
\u5b9f\u884c<\/h2>\n\n\n\n
torch\u7b49\u3001\u5b9f\u884c\u306b\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/p>\n\n\n\n
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pip<\/span> <\/span>install<\/span> <\/span>torch<\/span> <\/span>torchvision<\/span> <\/span>torchaudio<\/span> <\/span>--index-url<\/span> <\/span>https:\/\/download.pytorch.org\/whl\/cu124<\/span><\/span>\npip<\/span> <\/span>install<\/span> <\/span>fairscale<\/span> <\/span>fire<\/span> <\/span>blobfile<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
<\/p>\n\n\n\n
\u5b9f\u884c\u4f8b\u3092Github\u304b\u3089Clone\u3057\u3066\u53d6\u5f97\u3059\u308b\u3002<\/p>\n\n\n\n
<\/path><\/path><\/svg><\/span>
git<\/span> <\/span>clone<\/span> <\/span>https:\/\/github.com\/meta-llama\/llama-models.git<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
<\/p>\n\n\n\n
llama-models\u306escripts\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u3063\u3066\u3044\u308bexample_chat_completion.py\u3092\u5b9f\u884c\u3059\u308b\u3002<\/p>\n\n\n\n
<\/path><\/path><\/svg><\/span>
CHECKPOINT_DIR<\/span>=<\/span>~\/.llama\/checkpoints\/Meta-Llama3.2-1B-Instruct<\/span><\/span>\ntorchrun<\/span> <\/span>llama-models\/models\/scripts\/example_chat_completion.py<\/span> <\/span>$CHECKPOINT_DIR<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
\u5b9f\u884c\u7d50\u679c\uff08\u4f8b\uff09<\/h3>\n\n\n\n
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User: what is the recipe of mayonnaise?<\/span><\/span>\n<\/span>\n><\/span> Assistant: The classic recipe of mayonnaise! Here's a simple and traditional recipe to make mayonnaise at home:<\/span><\/span>\n<\/span>\n**<\/span>Ingredients:<\/span>**<\/span><\/span>\n<\/span>\n*<\/span> 2 large egg yolks<\/span><\/span>\n*<\/span> 1 tablespoon lemon juice or vinegar (white wine, apple cider, or white distilled vinegar)<\/span><\/span>\n*<\/span> 1\/2 cup (120 ml) neutral-tasting oil, such as canola, grapeseed, or light olive oil<\/span><\/span>\n*<\/span> Salt, to taste (optional)<\/span><\/span>\n<\/span>\n**<\/span>Instructions:<\/span>**<\/span><\/span>\n<\/span>\n1.<\/span> <\/span>**<\/span>Separate the egg yolks<\/span>**<\/span>: Crack 2 large egg yolks into a medium-sized bowl.<\/span><\/span>\n2.<\/span> <\/span>**<\/span>Whisk the egg yolks<\/span>**<\/span>: Whisk the egg yolks with a fork until they become light and frothy.<\/span><\/span>\n3.<\/span> <\/span>**<\/span>Add the lemon juice or vinegar<\/span>**<\/span>: Whisk in 1 tablespoon of lemon juice or vinegar to help stabilize the emulsion.<\/span><\/span>\n4.<\/span> <\/span>**<\/span>Slowly add the oil<\/span>**<\/span>: While continuously whisking the egg yolks, slowly pour in the oil in a thin, steady stream. Start with a very slow pour and gradually increase the flow as the mixture thickens.<\/span><\/span>\n5.<\/span> <\/span>**<\/span>Whisk until smooth<\/span>**<\/span>: Continue whisking until the mixture becomes thick, creamy, and emulsified. This should take about 5-7 minutes, depending on the temperature and whisking speed.<\/span><\/span>\n6.<\/span> <\/span>**<\/span>Season with salt (optional)<\/span>**<\/span>: If desired, add a pinch of salt to taste.<\/span><\/span>\n7.<\/span> <\/span>**<\/span>Taste and adjust<\/span>**<\/span>: Give the mayonnaise a taste and adjust the seasoning if needed.<\/span><\/span>\n<\/span>\n**<\/span>Tips and Variations:<\/span>**<\/span><\/span>\n<\/span>\n*<\/span> <\/span>**<\/span>Use room temperature ingredients<\/span>**<\/span>: This will help the emulsion form more easily.<\/span><\/span>\n*<\/span> <\/span>**<\/span>Don't over-whisk<\/span>**<\/span>: Stop whisking once the mixture thickens and becomes smooth. Over-whisking can lead to a separated or broken mayonnaise.<\/span><\/span>\n*<\/span> <\/span>**<\/span>Add flavorings<\/span>**<\/span>: Try adding minced garlic, chopped herbs (e.g., parsley, dill, or chives), grated ginger, or other flavorings to create different variations.<\/span><\/span>\n*<\/span> <\/span>**<\/span>Use different oils<\/span>**<\/span>: Experiment with different oils, such as truffle oil, chili oil, or infused oils, to create unique flavor profiles.<\/span><\/span>\n*<\/span> <\/span>**<\/span>Make ahead<\/span>**<\/span>: Mayonnaise can be made ahead and refrigerated for up to 1 week. Give it a good stir before using.<\/span><\/span>\n<\/span>\n**<\/span>Troubleshooting:<\/span>**<\/span><\/span>\n<\/span>\n*<\/span> <\/span>**<\/span>Separation<\/span>**<\/span>: If the mayonnaise separates, don't worry! Simply whisk in a little more oil<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
VSCODE\u3067\u5b9f\u884c\u3059\u308b\u5834\u5408<\/h2>\n\n\n\n
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pip<\/span> <\/span>install<\/span> <\/span>accelerate<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
<\/p>\n\n\n\n
huggingface\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u3001Github\u304b\u3089transformers\u3092Clone\u3059\u308b\u3002<\/p>\n\n\n\n
<\/path><\/path><\/svg><\/span>
git<\/span> <\/span>clone<\/span> <\/span>https:\/\/github.com\/huggingface\/transformers.git<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
<\/p>\n\n\n\n
huggingface\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u3002<\/p>\n\n\n\n
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python<\/span> <\/span>transformers\/src\/transformers\/models\/llama\/convert_llama_weights_to_hf.py<\/span> <\/span>\\<\/span><\/span>\n <\/span>--input_dir<\/span> <\/span>\/mnt\/e\/Work\/Llama3\/checkpoints\/Llama3.2-1B<\/span> <\/span>\\<\/span><\/span>\n <\/span>--model_size<\/span> <\/span>1<\/span>B<\/span> <\/span>--llama_version<\/span> <\/span>3.2<\/span> <\/span>\\<\/span><\/span>\n <\/span>--output_dir<\/span> <\/span>\/mnt\/e\/Work\/Llama3\/checkpoints\/Llama3.2-1B-hf<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n
\u30b3\u30fc\u30c9\u30b5\u30f3\u30d7\u30eb<\/h3>\n\n\n\n
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import<\/span> transformers<\/span><\/span>\nimport<\/span> torch<\/span><\/span>\n<\/span>\nmodel <\/span>=<\/span> <\/span>"<\/span>\/mnt\/e\/Work\/Llama3\/checkpoints\/Llama3.2-1B-hf<\/span>"<\/span><\/span>\n<\/span>\npipeline <\/span>=<\/span> transformers<\/span>.<\/span>pipeline<\/span>(<\/span><\/span>\n    <\/span>"<\/span>text-generation<\/span>"<\/span>,<\/span><\/span>\n    <\/span>model<\/span>=<\/span>model<\/span>,<\/span><\/span>\n    <\/span>torch_dtype<\/span>=<\/span>torch<\/span>.<\/span>float16<\/span>,<\/span><\/span>\n    <\/span>device_map<\/span>=<\/span>"<\/span>auto<\/span>"<\/span>,<\/span><\/span>\n)<\/span><\/span>\n<\/span>\nsequences <\/span>=<\/span> <\/span>pipeline<\/span>(<\/span><\/span>\n    <\/span>'<\/span>I have tomatoes, basil and cheese at home. What can I cook for dinner?<\/span>\\n<\/span>'<\/span>,<\/span><\/span>\n    <\/span>do_sample<\/span>=True<\/span>,<\/span><\/span>\n    <\/span>top_k<\/span>=<\/span>10<\/span>,<\/span><\/span>\n    <\/span>num_return_sequences<\/span>=<\/span>1<\/span>,<\/span><\/span>\n    <\/span>truncation<\/span> <\/span>=<\/span> <\/span>True<\/span>,<\/span><\/span>\n    <\/span>max_length<\/span>=<\/span>400<\/span>,<\/span><\/span>\n)<\/span><\/span>\n<\/span>\nfor<\/span> seq <\/span>in<\/span> sequences<\/span>:<\/span><\/span>\n    <\/span>print<\/span>(<\/span>f<\/span>"Result: <\/span>{<\/span>seq<\/span>[<\/span>'<\/span>generated_text<\/span>'<\/span>]<\/span>}<\/span>"<\/span>)<\/span><\/span><\/code><\/pre><\/div>\n","protected":false},"excerpt":{"rendered":"
\u6e96\u5099 \u4e0b\u8a18\u3001URL\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30da\u30fc\u30b8\u304b\u3089\u3001\u5fc5\u8981\u306a\u9805\u76ee\u3092\u5165\u529b\u3057\u3066\u3001\u300cSpecify custom URL\u300d\u3092\u5165\u624b\u3057\u3066\u304a\u304f\u3002 https:\/\/www.llama.com \u524d\u56de\u3001Llama2\u3092\u52d5\u304b\u3057\u3066\u307f\u308b\u3067Llama2\u3092\u52d5\u304b … “Llama3\u3092\u52d5\u304b\u3057\u3066\u307f\u308b” \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41],"tags":[79],"class_list":["post-2954","post","type-post","status-publish","format-standard","hentry","category-python","tag-llama"],"yoast_head":"\nLlama3\u3092\u52d5\u304b\u3057\u3066\u307f\u308b - I want to lead an easy life.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/technologyagency.net\/wordpress\/2024\/12\/12\/llama3\u3092\u52d5\u304b\u3057\u3066\u307f\u308b\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Llama3\u3092\u52d5\u304b\u3057\u3066\u307f\u308b - 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