diff --git "a/demo.ipynb" "b/demo.ipynb" --- "a/demo.ipynb" +++ "b/demo.ipynb" @@ -2,13 +2,13 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0585fe10e4854d99857d74e836379a47", + "model_id": "70cd8418536b4ea38a4c1d413d169fc8", "version_major": 2, "version_minor": 0 }, @@ -28,9 +28,9 @@ } ], "source": [ - "from transformers import AutoModelForVision2Seq, AutoTokenizer, AutoImageProcessor, StoppingCriteria\n", + "from transformers import AutoModelForVision2Seq, AutoTokenizer, AutoImageProcessor\n", "import torch\n", - "model_name_or_path = \"Salesforce/xgen-mm-phi3-mini-instruct-r-v1.1\"\n", + "model_name_or_path = \"Salesforce/xgen-mm-phi3-mini-instruct-singleimg-r-v1.5\"\n", "model = AutoModelForVision2Seq.from_pretrained(model_name_or_path, trust_remote_code=True)\n", "tokenizer = AutoTokenizer.from_pretrained(model_name_or_path, trust_remote_code=True, use_fast=False, legacy=False)\n", "image_processor = AutoImageProcessor.from_pretrained(model_name_or_path, trust_remote_code=True)\n", @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -73,12 +73,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/jpeg": 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", 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", "text/plain": [ "" ] @@ -90,32 +90,9 @@ }, "output_type": "display_data" }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "You are not running the flash-attention implementation, expect numerical differences.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "User: Can you explain this meme?\n", - "Assistant: The meme is a humorous representation of the varying levels of effort put into different sections of\n", - "a handwritten exam. The top section, labeled \"First two pages\", shows a neatly written page with a\n", - "clear and legible handwriting. The middle section, labeled \"Middle pages\", shows a page with messy\n", - "and illegible handwriting, suggesting that the student may have rushed through these pages. The\n", - "bottom section, labeled \"Last two pages\", shows a page with a heartbeat graph, indicating that the\n", - "student may have been in a state of panic or stress during the exam, leading to a hurried and messy\n", - "handwriting. The meme is a light-hearted way to comment on the common experience of students who may\n", - "not put in the same level of effort throughout an exam.\n", - "------------------------------------------------------------------------------------------------------------------------\n" - ] - }, { "data": { - "image/jpeg": 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", "text/plain": [ "" ] @@ -128,45 +105,24 @@ "output_type": "display_data" }, { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "User: In the food web, what are the predators?\n", - "Assistant: Fox, Buzzard\n", - "User: What is the role of Mouse?\n", - "Assistant: Prey\n", - "User: What does Grasshopper and Rabbit have in common?\n", - "Assistant: Both Grasshopper and Rabbit are herbivores.\n", - "------------------------------------------------------------------------------------------------------------------------\n" + "You are not running the flash-attention implementation, expect numerical differences.\n" ] }, - { - "data": { - "image/jpeg": 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", - "text/plain": [ - "" - ] - }, - "metadata": { - "image/jpeg": { - "width": 300 - } - }, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", "text": [ - "User: How is this image taken?\n", - "Assistant: The image is a close-up of a plant cell, taken using a microscope. The cell is stained with a purple\n", - "dye, which highlights the cell wall and certain organelles within the cell.\n", + "User: What is in common between this image 1 and image 2 ?\n", + "Assistant: Answer is 2.\n", "------------------------------------------------------------------------------------------------------------------------\n" ] }, { "data": { - "image/jpeg": 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", 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", "text/plain": [ "" ] @@ -182,9 +138,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "User: Can you identify the season in which the picture was taken?\n", - "Assistant: Yes, the image suggests it was taken during winter, as indicated by the snowy scene visible through\n", - "the window.\n", + "User: \n", + "Can you explain this meme?\n", + "Assistant: The meme humorously depicts the progression of handwriting quality in exams. The top section,\n", + "labeled \"First two pages,\" shows neat and legible handwriting, suggesting that the writer is focused\n", + "and well-prepared. The middle section, \"Middle pages,\" shows a decline in handwriting quality,\n", + "indicating that the writer may be tired or distracted. The bottom section, \"Last two pages,\" shows\n", + "the worst handwriting, implying that the writer is exhausted or overwhelmed. The meme is a\n", + "lighthearted commentary on the common experience of fatigue and stress during exams.\n", "------------------------------------------------------------------------------------------------------------------------\n" ] }, @@ -206,13 +167,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "User: What can be the relationship between the two persons in this image?\n", - "Assistant: Based on the image, it is likely that the woman and the child share a close relationship, possibly\n", - "that of a mother and her child. They are sitting together at a table, engaged in an activity such as\n", - "drawing or coloring, which suggests a nurturing and caring environment. The woman is smiling and\n", - "looking at the child, indicating a positive and affectionate bond between them. This kind of\n", - "interaction is typical of a parent-child relationship, where the parent provides guidance, support,\n", - "and encouragement to the child.\n", + "User: \n", + "What can be the relationship between the two persons in this image?\n", + "Assistant: In the image, a mother and her daughter are sitting together at a table, smiling and enjoying each\n", + "other's company. They are engaged in an activity, possibly drawing or coloring, as evidenced by the\n", + "presence of pencils and books on the table. The mother is also holding a pencil, which suggests that\n", + "she is actively participating in the activity with her daughter. Based on the context and their\n", + "interaction, it is likely that the mother and daughter share a close relationship, such as being\n", + "mother and daughter, or possibly a mother and her child. The image captures a moment of bonding and\n", + "shared enjoyment between the two individuals.\n", "------------------------------------------------------------------------------------------------------------------------\n" ] }, @@ -234,13 +197,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "User: What is this meeting about?\n", + "User: \n", + "What is this meeting about?\n", "Assistant: Strategic Publications Development Meeting\n", - "User: How many things are discussed in the meeting?\n", + "User: \n", + "How many things are discussed in the meeting?\n", "Assistant: 3\n", - "User: What is the 2nd agenda?\n", - "Assistant: Update of Pre-2000 Publications\n", - "User: When is the next meeting held?\n", + "User: \n", + "What is the second agenda?\n", + "Assistant: Update on Women's Health in Primary Care Publication\n", + "User: \n", + "When is the next meeting held?\n", "Assistant: September 28, 2000\n", "------------------------------------------------------------------------------------------------------------------------\n" ]