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+ ---
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+ license: llama2
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+ language:
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+ - hi
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+ ---
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+ OpenHathi
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+ This repository is the first model in the OpenHathi series of models that will be released by Sarvam AI. This is a 7B parameter, based on Llama2, trained on Hindi, English, and Hinglish. More details about the model, its training procedure, and evaluations can be found here.
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+
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+ Note: this is a base model and not meant to be used as is. We recommend first finetuning it on task(s) you are interested in.
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+
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+ ```
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+ Usage
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+ tokenizer = AutoTokenizer.from_pretrained('sarvamai/OpenHathi-7B-Hi-v0.1-Base')
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+ model = LlamaForCausalLM.from_pretrained('sarvamai/OpenHathi-7B-Hi-v0.1-Base', torch_dtype=torch.bfloat16)
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+
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+ prompt = "मैं एक अच्छा हाथी हूँ"
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+
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+ # Generate
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+ generate_ids = model.generate(inputs.input_ids, max_length=30)
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+ tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
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+ ```