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HassanB4
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Model Details
Model Provider
HassanB4
Model Tree
humain-ai/ALLaM-7B-Instruct-preview
Input Modalities
Output Modalities
Supported Functionality
humain-ai/ALLaM-7B-Instruct-preview
LABEL_0LABEL_1LABEL_2python
from transformers import AutoTokenizer, AutoModelForSequenceClassificationfrom peft import PeftModelimport torchbase_model_id = "humain-ai/ALLaM-7B-Instruct-preview"adapter_id = "HassanB4/t2_s8_allam7b_lora_prompt"tokenizer = AutoTokenizer.from_pretrained(adapter_id)base_model = AutoModelForSequenceClassification.from_pretrained(base_model_id, num_labels=3)model = PeftModel.from_pretrained(base_model, adapter_id)model.eval()text = "..."target = "..."prompt = f"{text} [SEP] {target}"inputs = tokenizer(prompt, return_tensors="pt", truncation=True, max_length=512)with torch.no_grad():logits = model(**inputs).logitspredicted_label = int(torch.argmax(logits, dim=-1)[0])