Instructions to use facebook/blenderbot-3B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use facebook/blenderbot-3B with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("facebook/blenderbot-3B") model = AutoModelForSeq2SeqLM.from_pretrained("facebook/blenderbot-3B", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
Update config.json
Browse files- config.json +3 -3
config.json
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@@ -2,7 +2,7 @@
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"activation_dropout": 0.0,
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"activation_function": "gelu",
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"add_bias_logits": false,
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"add_final_layer_norm":
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"architectures": [
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"BlenderbotForConditionalGeneration"
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],
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"model_type": "blenderbot",
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"no_repeat_ngram_size": 3,
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"normalize_before": true,
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"normalize_embedding":
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"num_beams": 10,
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"num_hidden_layers": 2,
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"pad_token_id": 0,
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"scale_embedding": true,
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"static_position_embeddings": false,
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"unk_token_id": 3,
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"
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"vocab_size": 8008
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}
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"activation_dropout": 0.0,
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"activation_function": "gelu",
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"add_bias_logits": false,
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"add_final_layer_norm": true,
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"architectures": [
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"BlenderbotForConditionalGeneration"
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],
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"model_type": "blenderbot",
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"no_repeat_ngram_size": 3,
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"normalize_before": true,
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"normalize_embedding": false,
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"num_beams": 10,
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"num_hidden_layers": 2,
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"pad_token_id": 0,
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"scale_embedding": true,
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"static_position_embeddings": false,
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"unk_token_id": 3,
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"layernorm_variant": "prelayernorm",
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"vocab_size": 8008
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}
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