Update README.md
Browse filesJust added some more ways for people to play with it
README.md
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@@ -8,6 +8,9 @@ This repository is the first model in the OpenHathi series of models that will b
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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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# 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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# 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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```
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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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from transformers imprt AutoTokenizer,LlamaForCausalLM
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import torch
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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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# 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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```
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## Streaming Options
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```
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer, pipeline
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streamer = TextStreamer(tokenizer, skip_prompt=True)
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pipe = pipeline(
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"text-generation",
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model=model,
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tokenizer=tokenizer,
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max_length=100,
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temperature=0.7,
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pad_token_id=tokenizer.eos_token_id,
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top_p=0.95,
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repetition_penalty=1.2,
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streamer=streamer
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)
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pipe("सपनों को पंख दो, और जिन्दगी को हौसला।")
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```
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