Fit_in_vision_models_using_quanto.ipynb

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  "cells": [
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      "cell_type": "markdown",
      "source": [
        "# Fit in vision models using `quanto`\n",
        "\n",
        "\n",
        "`quanto` is a library to quantize any model in int8, int4, int2 and float8 precision on GPU/CPU/MPS. In this notebook we'll see how to use quanto. If you'd like to learn more about these precisions and how inference takes place, read this [blog](https://huggingface.co/blog/merve/quantization)."
      ],
      "metadata": {
        "id": "y-AdvzW8EZRR"
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    },
    {
      "cell_type": "markdown",
      "source": [
        "Let's download the necessary libraries."
      ],
      "metadata": {
        "id": "ddHXttf6Efk4"
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    {
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      "execution_count": 1,
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        "outputId": "e511b2be-5870-485b-e999-e84ad1e38205"
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          "text": [
            "  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "  Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
            "  Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m90.0/90.0 kB\u001b[0m \u001b[31m3.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m309.4/309.4 kB\u001b[0m \u001b[31m12.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m307.2/307.2 kB\u001b[0m \u001b[31m13.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m21.3/21.3 MB\u001b[0m \u001b[31m75.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Building wheel for transformers (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n"
          ]
        }
      ],
      "source": [
        "!pip install -U -q git+https://github.com/huggingface/transformers.git quanto accelerate"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "To use quanto, we simply create and pass `QuantoConfig` object when loading a transformers model."
      ],
      "metadata": {
        "id": "Pdq5f2ssEmIF"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from transformers import SamModel, SamProcessor, QuantoConfig\n",
        "import torch\n",
        "\n",
        "quantization_config = QuantoConfig(weights=\"int8\")\n",
        "\n",
        "model = SamModel.from_pretrained(\"facebook/sam-vit-base\", torch_dtype=torch.float32, quantization_config=quantization_config, device_map=\"auto\")\n",
        "processor = SamProcessor.from_pretrained(\"facebook/sam-vit-base\")"
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        },
        "id": "prUFIu0HEkH_",
        "outputId": "f46c341d-9a6b-4065-dd44-a60ba6a140dc"
      },
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "config.json:   0%|          | 0.00/6.57k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "92758a99bc724a139cac4675a308feac"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "model.safetensors:   0%|          | 0.00/375M [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
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            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Some weights of SamModel were not initialized from the model checkpoint at facebook/sam-vit-base and are newly initialized: ['prompt_encoder.shared_embedding.positional_embedding']\n",
            "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
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          "metadata": {}
        },
        {
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          "data": {
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          "metadata": {}
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        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "added_tokens.json:   0%|          | 0.00/67.0 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
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          "metadata": {}
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        {
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          "data": {
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            "application/vnd.jupyter.widget-view+json": {
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          "metadata": {}
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      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "We can see how the `nn.Layer`s are replaced with `bnb.nn.Qlinear` layers."
      ],
      "metadata": {
        "id": "mWQhUGG4ErAu"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "print(model.vision_encoder.layers)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "E7z5IjC3HmHr",
        "outputId": "ec45d8f0-6c23-4fb9-b1b7-d31896d45923"
      },
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "ModuleList(\n",
            "  (0-11): 12 x SamVisionLayer(\n",
            "    (layer_norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True)\n",
            "    (attn): SamVisionAttention(\n",
            "      (qkv): QLinear(in_features=768, out_features=2304, bias=True)\n",
            "      (proj): QLinear(in_features=768, out_features=768, bias=True)\n",
            "    )\n",
            "    (layer_norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True)\n",
            "    (mlp): SamMLPBlock(\n",
            "      (lin1): QLinear(in_features=768, out_features=3072, bias=True)\n",
            "      (lin2): QLinear(in_features=3072, out_features=768, bias=True)\n",
            "      (act): GELUActivation()\n",
            "    )\n",
            "  )\n",
            ")\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "We can now make predictions. Also let's visualize the outputs of them."
      ],
      "metadata": {
        "id": "JEWQPU-0H4s9"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from PIL import Image\n",
        "import requests\n",
        "\n",
        "img_url = \"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/bee.jpg\"\n",
        "image = Image.open(requests.get(img_url, stream=True).raw).convert(\"RGB\")"
      ],
      "metadata": {
        "id": "RU0nJVAPHkog"
      },
      "execution_count": 15,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "input_points = [[[2592, 1728]]] # point location of the bee\n",
        "\n",
        "inputs = processor(image, input_points=input_points, return_tensors=\"pt\").to(\"cuda\")\n",
        "with torch.no_grad():\n",
        "    outputs = model(**inputs)\n",
        "masks = processor.image_processor.post_process_masks(outputs.pred_masks.cpu(), inputs[\"original_sizes\"].cpu(), inputs[\"reshaped_input_sizes\"].cpu())"
      ],
      "metadata": {
        "id": "Lu2hfJp9IT2f"
      },
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import matplotlib.pyplot as plt\n",
        "\n",
        "plt.imshow(image, cmap='gray')\n",
        "\n",
        "for i, mask in enumerate(masks[0][0]):\n",
        "    plt.imshow(mask, cmap='viridis', alpha=0.2, vmin=0, vmax=1)\n",
        "\n",
        "plt.axis('off')\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 367
        },
        "id": "K8Gj51IjIgUb",
        "outputId": "25dcaacf-67f2-478c-eb8c-d93c63dece67"
      },
      "execution_count": 26,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Let's try larger models. We can do 8-bit inference on a VLM of 7B params."
      ],
      "metadata": {
        "id": "yQh-QTF8JvbG"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "We can use the same quantization config."
      ],
      "metadata": {
        "id": "ZkrOnq6hK7bZ"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from transformers import LlavaNextProcessor, LlavaNextForConditionalGeneration\n",
        "import torch\n",
        "\n",
        "model_id = \"llava-hf/llava-v1.6-mistral-7b-hf\"\n",
        "\n",
        "processor = LlavaNextProcessor.from_pretrained(model_id)\n",
        "\n",
        "model = LlavaNextForConditionalGeneration.from_pretrained(model_id, torch_dtype=torch.float32, quantization_config=quantization_config, device_map=\"auto\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 535,
          "referenced_widgets": [
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        },
        "id": "N85UDZD9Ks1B",
        "outputId": "58c40a9b-eafa-41bf-fe81-2772eb0a879e"
      },
      "execution_count": 28,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "preprocessor_config.json:   0%|          | 0.00/754 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1642f74ab2c049a48deac8ca6497bac1"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "tokenizer_config.json:   0%|          | 0.00/1.85k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "40630fb71b344d048febe805d30cbf8a"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "tokenizer.model:   0%|          | 0.00/493k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "444e1837706b46d993aaf2e504a04e10"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "tokenizer.json:   0%|          | 0.00/1.80M [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "8050d12816ff4145ac1dcd8fb8595284"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "added_tokens.json:   0%|          | 0.00/41.0 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a1cfe2475d1e4c969f006f3a3949c6b6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "special_tokens_map.json:   0%|          | 0.00/552 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "62724adad9ce4cbeaed90ef09c220b73"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "config.json:   0%|          | 0.00/1.28k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "0abd63ea63e140f09c927e48c9fb71c6"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "model.safetensors.index.json:   0%|          | 0.00/70.2k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "a8b2b3be8d7148acbc6c17e07a17ede9"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading shards:   0%|          | 0/4 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "eab3a7fceece4a57a1525af9113bc5fc"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "model-00001-of-00004.safetensors:   0%|          | 0.00/4.92G [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2e6be10449184fda9f0f9b6a2a8dff99"
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          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
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            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1d999533849c4e8c908bc737863dde60"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "model-00003-of-00004.safetensors:   0%|          | 0.00/4.92G [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "5c67a2aa4ed04a12b8d73e495e162844"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "model-00004-of-00004.safetensors:   0%|          | 0.00/380M [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "d710c3d6e6f34f519968e2bbb824b134"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading checkpoint shards:   0%|          | 0/4 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "79202aee028c427c8827dee0c2a010ea"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "generation_config.json:   0%|          | 0.00/116 [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "9b2ef6167f51465e9edc182b37ec81b9"
            }
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "We can infer as usual."
      ],
      "metadata": {
        "id": "Mq1nyYRNLDq7"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "prompt = \"[INST] <image>\\nWhat is shown in this image? [/INST]\"\n",
        "\n",
        "inputs = processor(prompt, image, return_tensors=\"pt\").to(\"cuda\")\n",
        "output = model.generate(**inputs, max_new_tokens=100)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "mkeE9EnpK-1w",
        "outputId": "50996229-8df2-4da3-f0fb-75b5a2e80293"
      },
      "execution_count": 30,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:2 for open-end generation.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "print(processor.decode(output[0], skip_special_tokens=True)[len(prompt)-1:])"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ZRr6T3DsLmH9",
        "outputId": "add8aebf-9fbc-49f3-d622-9115c177584f"
      },
      "execution_count": 33,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "image shows a close-up of a flowering plant with several flowers in bloom. The flowers are pink with a darker pink or purple center, and one of them has a bee perched on it. The bee appears to be a bumblebee, which is a type of bee known for its large size and fuzzy body. The plant is surrounded by other plants with various colors of flowers, including red and white, suggesting a diverse and colorful garden or\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Let's fit an even bigger model. Note that the inference will take a long long time compared to running this model in CUDA native precision in A100 (as one should). This is because 8-bit is not native to NVIDIA hardware: we loaded the model to float16, and the model is quantized and dequantized back and forth to 2-bit, which adds overhead. Moreover, T4 is not as fast as well."
      ],
      "metadata": {
        "id": "qTPOTj3vZQLM"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from transformers import LlavaNextProcessor, LlavaNextForConditionalGeneration\n",
        "import torch\n",
        "\n",
        "model_id = \"llava-hf/llava-v1.6-34b-hf\"\n",
        "quantization_config = QuantoConfig(weights=\"int8\")\n",
        "\n",
        "processor = LlavaNextProcessor.from_pretrained(model_id)\n",
        "\n",
        "model = LlavaNextForConditionalGeneration.from_pretrained(model_id, torch_dtype=torch.float16,\n",
        "                                                          quantization_config=quantization_config, device_map=\"auto\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 67,
          "referenced_widgets": [
            "6922d5bd81c0446895e4edc0466e4a08",
            "e8db46a82d654eb49d791a8718d12c92",
            "b3b8fbcdfdba4458a8dfd107555939b6",
            "53422fa730014a3b8f3dc4b1e540cc21",
            "a4b87f8ba787404d8f31a5f1a9be578b",
            "2b9f07da72c64ef097781267ad6d394c",
            "7c92c8c71fad4b53a180323fba865551",
            "64871f2b6a734c54b391c7b51addf824",
            "fde63f0224524324b00ad0a9f177fac0",
            "33fc59bf9fd5430a919b4bc958ea30d3",
            "a0afae93b42b4a9a80af68ec7be5ffc7"
          ]
        },
        "id": "r6CTpX1BL_1G",
        "outputId": "7e6e31db-3a85-4117-9a38-a57a7cc3eb5c"
      },
      "execution_count": 39,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Loading checkpoint shards:   0%|          | 0/15 [00:00<?, ?it/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "6922d5bd81c0446895e4edc0466e4a08"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "WARNING:root:Some parameters are on the meta device device because they were offloaded to the cpu.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "prompt = \"<|im_start|>system\\nAnswer the questions.<|im_end|><|im_start|>user\\n<image>\\nWhat is shown in this image?<|im_end|><|im_start|>assistant\\n\"\n",
        "\n",
        "inputs = processor(prompt, image, return_tensors=\"pt\").to(\"cuda\")\n",
        "output = model.generate(**inputs, max_new_tokens=100)"
      ],
      "metadata": {
        "id": "1m-j95QQMSea"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "print(processor.decode(output[0], skip_special_tokens=True)[len(prompt):])"
      ],
      "metadata": {
        "id": "kStw4L-xYxXG"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}