{ "cells": [ { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GPU is available\n" ] } ], "source": [ "\n", "import gpt_2_simple as gpt2\n", "import os\n", "import tensorflow as tf\n", "import pandas as pd\n", "import re\n", "print(\"GPU is\", \"available\" if tf.test.is_gpu_available() else \"NOT AVAILABLE\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "model_name = \"124M\"\n", "if not os.path.isdir(os.path.join(\"models\", model_name)):\n", "\tprint(f\"Downloading {model_name} model...\")\n", "\tgpt2.download_gpt2(model_name=model_name) " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "path = 'Recipe-Creator/'\n", "checkpoint_dir =path+'weights/'\n", "data_path = path+'Tokenized_data/'\n", "\n", "\n", "file_name = 'reduced_dataset_47MB'\n", "file_path = data_path+file_name\n", "\n", "prefix= '<|startoftext|>'\n", "sufix ='<|endoftext|>'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# load pretrained\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading checkpoint Recipe-Creator/weights/run1\\model-2\n", "INFO:tensorflow:Restoring parameters from Recipe-Creator/weights/run1\\model-2\n" ] } ], "source": [ "sess = gpt2.start_tf_sess()\n", "gpt2.load_gpt2(sess,checkpoint_dir=checkpoint_dir,run_name='run1')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# train " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "tf.compat.v1.reset_default_graph()\n", "sess = gpt2.start_tf_sess()\n", "\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:From C:\\Users\\franz\\.conda\\envs\\Recipe-creator\\lib\\site-packages\\gpt_2_simple\\src\\sample.py:17: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.\n", "Instructions for updating:\n", "Use tf.where in 2.0, which has the same broadcast rule as np.where\n", "Loading checkpoint Recipe-Creator/weights/run1\\model-2\n", "INFO:tensorflow:Restoring parameters from Recipe-Creator/weights/run1\\model-2\n", "Loading dataset...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 1/1 [00:49<00:00, 49.25s/it]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "dataset has 15596259 tokens\n", "Training...\n", "[3 | 7.72] loss=1.98 avg=1.98\n", "[4 | 9.14] loss=2.33 avg=2.16\n", "[5 | 10.56] loss=1.96 avg=2.09\n", "[6 | 11.99] loss=1.88 avg=2.04\n", "[7 | 13.41] loss=2.06 avg=2.04\n", "[8 | 14.84] loss=1.96 avg=2.03\n", "[9 | 16.28] loss=2.02 avg=2.03\n", "[10 | 17.70] loss=2.02 avg=2.03\n", "[11 | 19.13] loss=1.80 avg=2.00\n", "[12 | 20.56] loss=1.78 avg=1.98\n", "[13 | 21.98] loss=1.76 avg=1.96\n", "[14 | 23.41] loss=1.98 avg=1.96\n", "[15 | 24.84] loss=1.80 avg=1.95\n", "[16 | 26.27] loss=1.71 avg=1.93\n", "[17 | 27.70] loss=1.80 avg=1.92\n", "[18 | 29.14] loss=1.78 avg=1.91\n", "[19 | 30.58] loss=1.79 avg=1.90\n", "[20 | 32.01] loss=1.66 avg=1.89\n", "[21 | 33.44] loss=1.77 avg=1.88\n", "[22 | 34.87] loss=1.72 avg=1.87\n", "[23 | 36.30] loss=1.73 avg=1.86\n", "[24 | 37.74] loss=1.75 avg=1.86\n", "[25 | 39.17] loss=1.70 avg=1.85\n", "[26 | 40.61] loss=1.78 avg=1.85\n", "[27 | 42.04] loss=1.71 avg=1.84\n", "[28 | 43.47] loss=1.71 avg=1.83\n", "[29 | 44.90] loss=1.72 avg=1.83\n", "[30 | 46.33] loss=1.87 avg=1.83\n", "[31 | 47.77] loss=1.76 avg=1.83\n", "[32 | 49.21] loss=1.66 avg=1.82\n", "[33 | 50.65] loss=1.66 avg=1.82\n", "[34 | 52.08] loss=1.57 avg=1.81\n", "[35 | 53.51] loss=1.67 avg=1.80\n", "[36 | 54.94] loss=1.74 avg=1.80\n", "[37 | 56.38] loss=1.66 avg=1.79\n", "[38 | 57.81] loss=1.68 avg=1.79\n", "[39 | 59.25] loss=1.65 avg=1.79\n", "[40 | 60.68] loss=1.60 avg=1.78\n", "[41 | 62.11] loss=1.63 avg=1.78\n", "[42 | 63.55] loss=1.69 avg=1.77\n", "[43 | 64.99] loss=1.63 avg=1.77\n", "[44 | 66.43] loss=1.65 avg=1.77\n", "[45 | 67.87] loss=1.68 avg=1.76\n", "[46 | 69.32] loss=1.67 avg=1.76\n", "[47 | 70.76] loss=1.75 avg=1.76\n", "[48 | 72.21] loss=1.68 avg=1.76\n", "[49 | 73.65] loss=1.62 avg=1.75\n", "[50 | 75.09] loss=1.72 avg=1.75\n", "[51 | 76.53] loss=1.61 avg=1.75\n", "[52 | 77.97] loss=1.57 avg=1.75\n", "[53 | 79.42] loss=1.70 avg=1.74\n", "[54 | 80.86] loss=1.55 avg=1.74\n", "[55 | 82.31] loss=1.66 avg=1.74\n", "[56 | 83.75] loss=1.74 avg=1.74\n", "[57 | 85.20] loss=1.64 avg=1.74\n", "[58 | 86.64] loss=1.77 avg=1.74\n", "[59 | 88.09] loss=1.59 avg=1.73\n", "[60 | 89.53] loss=1.65 avg=1.73\n", "[61 | 90.98] loss=1.62 avg=1.73\n", "[62 | 92.42] loss=1.64 avg=1.73\n", "[63 | 93.87] loss=1.68 avg=1.73\n", "[64 | 95.31] loss=1.53 avg=1.72\n", "[65 | 96.77] loss=1.61 avg=1.72\n", "[66 | 98.21] loss=1.62 avg=1.72\n", "[67 | 99.66] loss=1.63 avg=1.72\n", "[68 | 101.10] loss=1.64 avg=1.71\n", "[69 | 102.55] loss=1.59 avg=1.71\n", "[70 | 103.99] loss=1.65 avg=1.71\n", "[71 | 105.45] loss=1.61 avg=1.71\n", "[72 | 106.90] loss=1.52 avg=1.70\n", "[73 | 108.34] loss=1.67 avg=1.70\n", "[74 | 109.79] loss=1.56 avg=1.70\n", "[75 | 111.25] loss=1.62 avg=1.70\n", "[76 | 112.72] loss=1.60 avg=1.70\n", "[77 | 114.18] loss=1.65 avg=1.70\n", "[78 | 115.66] loss=1.59 avg=1.69\n", "[79 | 117.12] loss=1.63 avg=1.69\n", "[80 | 118.59] loss=1.54 avg=1.69\n", "[81 | 120.06] loss=1.55 avg=1.69\n", "[82 | 121.53] loss=1.65 avg=1.69\n", "[83 | 123.02] loss=1.66 avg=1.69\n", "[84 | 124.49] loss=1.63 avg=1.69\n", "[85 | 125.96] loss=1.57 avg=1.68\n", "[86 | 127.43] loss=1.64 avg=1.68\n", "[87 | 128.91] loss=1.61 avg=1.68\n", "[88 | 130.38] loss=1.66 avg=1.68\n", "[89 | 131.86] loss=1.57 avg=1.68\n", "[90 | 133.34] loss=1.64 avg=1.68\n", "[91 | 134.81] loss=1.69 avg=1.68\n", "[92 | 136.30] loss=1.67 avg=1.68\n", "[93 | 137.77] loss=1.63 avg=1.68\n", "[94 | 139.25] loss=1.56 avg=1.68\n", "[95 | 140.72] loss=1.48 avg=1.67\n", "[96 | 142.19] loss=1.58 avg=1.67\n", "[97 | 143.66] loss=1.56 avg=1.67\n", "[98 | 145.13] loss=1.57 avg=1.67\n", "[99 | 146.61] loss=1.60 avg=1.67\n", "[100 | 148.08] loss=1.53 avg=1.66\n", "======== SAMPLE 1 ========\n", "text\n", "Serve with mashed potatoes.\n", "TITLE\n", "Sweet Potato Salad\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 c. chopped green onion\n", "1/2 c. water\n", "1 1/2 Tbsp. lemon juice\n", "1 Tbsp. flour\n", "1/2 tsp. ground cinnamon\n", "1 1/2 Tbsp. flour\n", "2 Tbsp. butter (to coat well)\n", "1/2 tsp. salt\n", "1 tsp. pepper\n", "1/2 tsp. black pepper\n", "DIRECTIONS\n", "Preheat oven to 350\\u00b0.\n", "Mix ingredients and knead with a large wooden spoon.\n", "Roll into strips, pressing down so the bottom of each strip is made.\n", "TITLE\n", "Red Cabbage Rolls\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. chopped onions\n", "4 Tbsp. butter\n", "12 oz. (small bags) diced tomatoes\n", "1 (10 3/4 oz.) pkg. (1 quart container) sour cream\n", "2 Tbsp. lemon juice\n", "1 (8 oz.) pkg. cream cheese, crumbled\n", "1/2 c. chopped walnuts\n", "1/4 tsp. garlic powder\n", "1 tsp. Worcestershire sauce\n", "DIRECTIONS\n", "Cook and drain onions.\n", "Add to onions and add to tomatoes and sour cream.\n", "Mix ingredients.\n", "Stir until smooth.\n", "Stir in cream cheese and cook until cheese is melted.\n", "Cook until cheese is done using the bread mixer.\n", "Mixture should be well crumbly. Stir in dry bread mixture.\n", "Cook with a spoon or meat thermometer until cheese is melted.\n", "Add milk as needed.\n", "Yield: 15 servings.\n", "TITLE\n", "Lettuce Soup\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 (8 oz.) pkg. margarine\n", "1 tsp. salt\n", "salt and pepper to taste\n", "1 tsp. pepper\n", "1/4 tsp. garlic powder\n", "1 1/2 Tbsp. all-purpose flour\n", "1 Tbsp. flour by weight\n", "DIRECTIONS\n", "Boil margarine, butter and salt.\n", "Place in refrigerator for 2 to 3 weeks.\n", "Pour mixture into a 9-inch square pan.\n", "Bake at 350\\u00b0 for 20 to 25 minutes.\n", "TITLE\n", "Barbecue Dip\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "3 pkg. frozen strawberries\n", "2 c. sifted sugar\n", "1 1/2 c. sifted sugar\n", "1 c. powdered sugar\n", "2 eggs, well beaten\n", "2 Tbsp. flour\n", "1 tsp. soda\n", "1 tsp. baking powder\n", "DIRECTIONS\n", "Drain strawberries and store in airtight container.\n", "Store strawberries in a cool refrigerated container.\n", "TITLE\n", "Raspberry Salad\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. shredded Cheddar-Salmon cheese (about 25 to 45 minutes.)\n", "1/3 c. sour cream or 2 cups sour cream and 1 1/2 Tbsp. milk, divided\n", "DIRECTIONS\n", "Combine cheeses with sour cream and sauce until light and fluffy.\n", "Put in freezer, covered; put in large, tightly packed, 12-inch casserole dish and bake 30 minutes at 375\\u00b0, with top to side uncovered.\n", "TITLE\n", "Ham N'Ham Dip\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. Crisco\n", "2 Tbsp. oil\n", "1 1/4 c. sifted corn\n", "2 Tbsp. brown sugar\n", "1 Tbsp. flour\n", "2 tsp. salt\n", "DIRECTIONS\n", "Cook Crisco 3 minutes. Spread 1/2 c. butter in bottom of 9-inch baking dish. Cover with butter.\n", "Sprinkle 1/2 cup sugar on side of top of Crisco. Bake for 10 to 12 minutes at 350\\u00b0, then freeze. Store in airtight container for refrigeration. (Cream 1 cup milk 1/4 cup dry or 2 1/2 cups water 1/2 cup flour 1/2 tsp. salt)\n", "TITLE\n", "Crisco Casserole\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 (1 pt.) pkg. margarine, melted\n", "1 (1 pt.) can green onions, chopped\n", "1 tsp. curry powder\n", "1/2 tsp. cumin\n", "1/3 c. butter\n", "1 (12 oz.) can mushrooms\n", "1 lb. cooked cooked shrimp\n", "1 (8 oz.) can mushrooms\n", "1 Tbsp. cumin\n", "\n", "[101 | 164.70] loss=1.58 avg=1.66\n", "[102 | 166.16] loss=1.60 avg=1.66\n", "[103 | 167.62] loss=1.53 avg=1.66\n", "[104 | 169.08] loss=1.64 avg=1.66\n", "[105 | 170.55] loss=1.60 avg=1.66\n", "[106 | 172.03] loss=1.59 avg=1.66\n", "[107 | 173.49] loss=1.61 avg=1.66\n", "[108 | 174.97] loss=1.67 avg=1.66\n", "[109 | 176.44] loss=1.52 avg=1.66\n", "[110 | 177.90] loss=1.56 avg=1.65\n", "[111 | 179.37] loss=1.55 avg=1.65\n", "[112 | 180.84] loss=1.56 avg=1.65\n", "[113 | 182.30] loss=1.63 avg=1.65\n", "[114 | 183.76] loss=1.67 avg=1.65\n", "[115 | 185.24] loss=1.53 avg=1.65\n", "[116 | 186.70] loss=1.66 avg=1.65\n", "[117 | 188.18] loss=1.58 avg=1.65\n", "[118 | 189.65] loss=1.53 avg=1.65\n", "[119 | 191.13] loss=1.56 avg=1.65\n", "[120 | 192.61] loss=1.53 avg=1.64\n", "[121 | 194.09] loss=1.42 avg=1.64\n", "[122 | 195.56] loss=1.55 avg=1.64\n", "[123 | 197.04] loss=1.56 avg=1.64\n", "[124 | 198.50] loss=1.51 avg=1.64\n", "[125 | 199.97] loss=1.56 avg=1.63\n", "[126 | 201.45] loss=1.53 avg=1.63\n", "[127 | 202.92] loss=1.63 avg=1.63\n", "[128 | 204.40] loss=1.62 avg=1.63\n", "[129 | 205.88] loss=1.41 avg=1.63\n", "[130 | 207.36] loss=1.56 avg=1.63\n", "[131 | 208.84] loss=1.54 avg=1.63\n", "[132 | 210.32] loss=1.49 avg=1.63\n", "[133 | 211.80] loss=1.55 avg=1.62\n", "[134 | 213.28] loss=1.62 avg=1.62\n", "[135 | 214.75] loss=1.57 avg=1.62\n", "[136 | 216.23] loss=1.55 avg=1.62\n", "[137 | 217.70] loss=1.66 avg=1.62\n", "[138 | 219.17] loss=1.57 avg=1.62\n", "[139 | 220.64] loss=1.47 avg=1.62\n", "[140 | 222.12] loss=1.53 avg=1.62\n", "[141 | 223.59] loss=1.54 avg=1.62\n", "[142 | 225.08] loss=1.57 avg=1.62\n", "[143 | 226.57] loss=1.54 avg=1.62\n", "[144 | 228.05] loss=1.51 avg=1.62\n", "[145 | 229.54] loss=1.47 avg=1.61\n", "[146 | 231.02] loss=1.54 avg=1.61\n", "[147 | 232.51] loss=1.51 avg=1.61\n", "[148 | 233.98] loss=1.53 avg=1.61\n", "[149 | 235.46] loss=1.48 avg=1.61\n", "[150 | 236.93] loss=1.60 avg=1.61\n", "[151 | 238.41] loss=1.48 avg=1.61\n", "[152 | 239.88] loss=1.59 avg=1.61\n", "[153 | 241.34] loss=1.55 avg=1.61\n", "[154 | 242.79] loss=1.61 avg=1.61\n", "[155 | 244.25] loss=1.53 avg=1.60\n", "[156 | 245.70] loss=1.59 avg=1.60\n", "[157 | 247.16] loss=1.51 avg=1.60\n", "[158 | 248.61] loss=1.61 avg=1.60\n", "[159 | 250.07] loss=1.62 avg=1.60\n", "[160 | 251.52] loss=1.60 avg=1.60\n", "[161 | 252.98] loss=1.67 avg=1.60\n", "[162 | 254.43] loss=1.52 avg=1.60\n", "[163 | 255.89] loss=1.56 avg=1.60\n", "[164 | 257.35] loss=1.46 avg=1.60\n", "[165 | 258.80] loss=1.50 avg=1.60\n", "[166 | 260.26] loss=1.49 avg=1.60\n", "[167 | 261.72] loss=1.53 avg=1.60\n", "[168 | 263.17] loss=1.57 avg=1.60\n", "[169 | 264.63] loss=1.52 avg=1.60\n", "[170 | 266.09] loss=1.75 avg=1.60\n", "[171 | 267.55] loss=1.67 avg=1.60\n", "[172 | 269.00] loss=1.70 avg=1.60\n", "[173 | 270.46] loss=1.49 avg=1.60\n", "[174 | 271.91] loss=1.59 avg=1.60\n", "[175 | 273.36] loss=1.52 avg=1.60\n", "[176 | 274.82] loss=1.64 avg=1.60\n", "[177 | 276.28] loss=1.62 avg=1.60\n", "[178 | 277.74] loss=1.54 avg=1.60\n", "[179 | 279.20] loss=1.37 avg=1.60\n", "[180 | 280.66] loss=1.50 avg=1.59\n", "[181 | 282.11] loss=1.54 avg=1.59\n", "[182 | 283.58] loss=1.48 avg=1.59\n", "[183 | 285.04] loss=1.54 avg=1.59\n", "[184 | 286.49] loss=1.53 avg=1.59\n", "[185 | 287.95] loss=1.54 avg=1.59\n", "[186 | 289.41] loss=1.40 avg=1.59\n", "[187 | 290.86] loss=1.48 avg=1.59\n", "[188 | 292.32] loss=1.43 avg=1.58\n", "[189 | 293.77] loss=1.60 avg=1.58\n", "[190 | 295.23] loss=1.50 avg=1.58\n", "[191 | 296.68] loss=1.55 avg=1.58\n", "[192 | 298.14] loss=1.48 avg=1.58\n", "[193 | 299.60] loss=1.61 avg=1.58\n", "[194 | 301.05] loss=1.58 avg=1.58\n", "[195 | 302.50] loss=1.52 avg=1.58\n", "[196 | 303.96] loss=1.55 avg=1.58\n", "[197 | 305.41] loss=1.50 avg=1.58\n", "[198 | 306.87] loss=1.48 avg=1.58\n", "[199 | 308.32] loss=1.41 avg=1.58\n", "[200 | 309.78] loss=1.47 avg=1.58\n", "======== SAMPLE 1 ========\n", "\n", "\n", "6 oz. sour cream\n", "1 c. quick oats\n", "1/2 c. granulated sugar\n", "1 tsp. vanilla\n", "DIRECTIONS\n", "Blend sour cream, oats, granulated sugar and dry ingredients in large saucepan.\n", "Add sugar.\n", "Cool to pummel.\n", "Pour onto top of sour cream. Bake in 350\\u00b0 oven for 35 to 40 minutes.\n", "Top with chocolate chips and crackers.\n", "TITLE\n", "Strawberry Dip\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 stick butter\n", "2 eggs, beaten\n", "1/2 c. sugar\n", "1/2 c. brown sugar\n", "1/2 c. shortening\n", "2 Tbsp. flour\n", "5 c. flour tortillas\n", "2 Tbsp. chopped nuts\n", "1/2 c. milk\n", "DIRECTIONS\n", "Crumble butter in nonstick skillet.\n", "Put eggs, sugars, shortening and flour in a large bowl and let stand in hot, buttered skillet until smooth and elastic. Beat in flour mixture.\n", "Let stand in refrigerator.\n", "Sprinkle nuts with flour.\n", "TITLE\n", "Mexican Tortilla\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 stick sugar\n", "1 c. flour\n", "1 pkg. Jell-O\n", "1 c. dry bread crumbs\n", "1 c. graham crackers\n", "2 Tbsp. butter\n", "3/4 c. butter\n", "1 c. chopped nuts\n", "2/3 c. chopped grated Cheddar cheese\n", "12 to 16 oz. frozen and cooked ham or other American cheese\n", "DIRECTIONS\n", "Cream together sugar, flour, Jell-O, bread crumbs, butter and 1 can cream of chicken soup; whip well.\n", "Refrigerate a couple hours.\n", "Divide cream into seven equal pieces.\n", "Add cheese.\n", "Pour into 1 1/2-quart casserole dish.\n", "Top with grated, crushed cheese.\n", "Bake 30 to 40 minutes.\n", "Yields 1 (12 servings).\n", "TITLE\n", "Rising Stars Cauliflower Casserole\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 1/2 c. brown sugar\n", "1 egg\n", "1/2 c. butter\n", "1/2 c. brown sugar\n", "1 c. brown sugar\n", "2 Tbsp. flour\n", "1 tsp. cinnamon\n", "1 tsp. cloves\n", "1 tsp. baking powder\n", "1 can frozen peas\n", "1/2 c. buttered bread crumbs\n", "1 c. chopped nuts (optional)\n", "DIRECTIONS\n", "Preheat oven to 400\\u00b0. Cream brown sugar and egg.\n", "Beat in brown sugar.\n", "Add butter and browns 5 minutes.\n", "Combine brown sugar, vanilla, brown sugar and flour.\n", "Mix quickly, mixing well.\n", "Beat in peas and nuts. Mix lightly with fork.\n", "Bake 10 minutes.\n", "Baking time may be longer if frozen.\n", "TITLE\n", "Peanut Butter Pizza\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 (8 to 10 yrs.) container instant vanilla pudding\n", "1 large egg\n", "1 small container Karo syrup\n", "1 (7 lb.) box chocolate chips\n", "1 envelope chocolate pudding mix\n", "2 large boxes Cool Whip\n", "DIRECTIONS\n", "Mix (1) pudding with eggs, Karo syrup and chocolate.\n", "Place in greased casserole dish which has been set.\n", "Pour 1/2 (1/2 a layer) on bottom of casserole dish.\n", "TITLE\n", "Easy Chocolate Dip\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 (16 oz.) jar Ricotta cheese, grated\n", "1 (8 to 10 oz.) jar Ricotta cheese, grated\n", "1 (8 oz.) bottle cracker crumbs\n", "1/2 tsp. dried oregano (undiluted)\n", "1 lb. cream cheese\n", "1 (15 oz.) pkg. cream cheese\n", "1 Tbsp. mayonnaise\n", "1 pkg. instant pudding (8 oz.)\n", "1/2 c. chopped nuts\n", "pepper\n", "DIRECTIONS\n", "Mix Ricotta cheese and crumbs.\n", "Set aside.\n", "TITLE\n", "Cheese Dip(From a Caramelie!) \n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "5 small green peppers\n", "1 1/2 Tbsp. olive oil\n", "1 c. mayonnaise\n", "3 Tbsp. lemon juice\n", "DIRECTIONS\n", "In a small bowl, combine all ingredients.\n", "Stir; let stand for 3 minutes.\n", "TITLE\n", "Pepper Fried Pills\n", "<|endoftext|\n", "\n", "[201 | 325.13] loss=1.63 avg=1.58\n", "[202 | 326.56] loss=1.47 avg=1.58\n", "[203 | 328.00] loss=1.57 avg=1.58\n", "[204 | 329.44] loss=1.58 avg=1.58\n", "[205 | 330.89] loss=1.58 avg=1.58\n", "[206 | 332.33] loss=1.55 avg=1.58\n", "[207 | 333.76] loss=1.57 avg=1.58\n", "[208 | 335.19] loss=1.51 avg=1.57\n", "[209 | 336.60] loss=1.53 avg=1.57\n", "[210 | 338.02] loss=1.54 avg=1.57\n", "[211 | 339.47] loss=1.66 avg=1.57\n", "[212 | 340.91] loss=1.38 avg=1.57\n", "[213 | 342.36] loss=1.58 avg=1.57\n", "[214 | 343.78] loss=1.66 avg=1.57\n", "[215 | 345.21] loss=1.56 avg=1.57\n", "[216 | 346.64] loss=1.51 avg=1.57\n", "[217 | 348.07] loss=1.42 avg=1.57\n", "[218 | 349.50] loss=1.52 avg=1.57\n", "[219 | 350.97] loss=1.56 avg=1.57\n", "[220 | 352.46] loss=1.38 avg=1.57\n", "[221 | 353.91] loss=1.48 avg=1.57\n", "[222 | 355.39] loss=1.62 avg=1.57\n", "[223 | 356.90] loss=1.47 avg=1.57\n", "[224 | 358.35] loss=1.47 avg=1.57\n", "[225 | 359.78] loss=1.59 avg=1.57\n", "[226 | 361.21] loss=1.54 avg=1.57\n", "[227 | 362.64] loss=1.45 avg=1.56\n", "[228 | 364.06] loss=1.40 avg=1.56\n", "[229 | 365.49] loss=1.57 avg=1.56\n", "[230 | 366.92] loss=1.42 avg=1.56\n", "[231 | 368.35] loss=1.55 avg=1.56\n", "[232 | 369.78] loss=1.46 avg=1.56\n", "[233 | 371.21] loss=1.55 avg=1.56\n", "[234 | 372.64] loss=1.47 avg=1.56\n", "[235 | 374.08] loss=1.46 avg=1.56\n", "[236 | 375.52] loss=1.57 avg=1.56\n", "[237 | 377.00] loss=1.47 avg=1.56\n", "[238 | 378.45] loss=1.64 avg=1.56\n", "[239 | 379.89] loss=1.48 avg=1.56\n", "[240 | 381.33] loss=1.45 avg=1.56\n", "[241 | 382.86] loss=1.66 avg=1.56\n", "[242 | 384.34] loss=1.47 avg=1.56\n", "[243 | 385.82] loss=1.61 avg=1.56\n", "[244 | 387.31] loss=1.43 avg=1.55\n", "[245 | 388.80] loss=1.45 avg=1.55\n", "[246 | 390.29] loss=1.51 avg=1.55\n", "[247 | 391.78] loss=1.46 avg=1.55\n", "[248 | 393.27] loss=1.43 avg=1.55\n", "[249 | 394.75] loss=1.44 avg=1.55\n", "[250 | 396.24] loss=1.45 avg=1.55\n", "[251 | 397.73] loss=1.59 avg=1.55\n", "[252 | 399.22] loss=1.57 avg=1.55\n", "[253 | 400.72] loss=1.57 avg=1.55\n", "[254 | 402.22] loss=1.56 avg=1.55\n", "[255 | 403.71] loss=1.49 avg=1.55\n", "[256 | 405.20] loss=1.48 avg=1.55\n", "[257 | 406.69] loss=1.43 avg=1.55\n", "[258 | 408.18] loss=1.46 avg=1.55\n", "[259 | 409.68] loss=1.54 avg=1.55\n", "[260 | 411.17] loss=1.46 avg=1.54\n", "[261 | 412.66] loss=1.58 avg=1.54\n", "[262 | 414.15] loss=1.52 avg=1.54\n", "[263 | 415.64] loss=1.48 avg=1.54\n", "[264 | 417.13] loss=1.47 avg=1.54\n", "[265 | 418.62] loss=1.44 avg=1.54\n", "[266 | 420.11] loss=1.51 avg=1.54\n", "[267 | 421.60] loss=1.44 avg=1.54\n", "[268 | 423.09] loss=1.53 avg=1.54\n", "[269 | 424.58] loss=1.52 avg=1.54\n", "[270 | 426.07] loss=1.51 avg=1.54\n", "[271 | 427.55] loss=1.56 avg=1.54\n", "[272 | 429.04] loss=1.55 avg=1.54\n", "[273 | 430.54] loss=1.50 avg=1.54\n", "[274 | 432.03] loss=1.51 avg=1.54\n", "[275 | 433.52] loss=1.48 avg=1.54\n", "[276 | 435.01] loss=1.60 avg=1.54\n", "[277 | 436.50] loss=1.42 avg=1.54\n", "[278 | 438.00] loss=1.43 avg=1.54\n", "[279 | 439.48] loss=1.51 avg=1.54\n", "[280 | 440.98] loss=1.38 avg=1.54\n", "[281 | 442.47] loss=1.42 avg=1.53\n", "[282 | 443.97] loss=1.47 avg=1.53\n", "[283 | 445.46] loss=1.46 avg=1.53\n", "[284 | 446.95] loss=1.47 avg=1.53\n", "[285 | 448.45] loss=1.51 avg=1.53\n", "[286 | 449.94] loss=1.42 avg=1.53\n", "[287 | 451.44] loss=1.42 avg=1.53\n", "[288 | 452.93] loss=1.43 avg=1.53\n", "[289 | 454.43] loss=1.49 avg=1.53\n", "[290 | 455.91] loss=1.39 avg=1.53\n", "[291 | 457.41] loss=1.58 avg=1.53\n", "[292 | 458.90] loss=1.34 avg=1.52\n", "[293 | 460.39] loss=1.36 avg=1.52\n", "[294 | 461.88] loss=1.45 avg=1.52\n", "[295 | 463.38] loss=1.47 avg=1.52\n", "[296 | 464.87] loss=1.55 avg=1.52\n", "[297 | 466.36] loss=1.36 avg=1.52\n", "[298 | 467.85] loss=1.48 avg=1.52\n", "[299 | 469.34] loss=1.53 avg=1.52\n", "[300 | 470.83] loss=1.52 avg=1.52\n", "======== SAMPLE 1 ========\n", "\n", "2 eggs, separated\n", "1 c. sugar\n", "1 tsp. vanilla\n", "1 1/2 c. sifted flour\n", "1 tsp. baking powder\n", "1 tsp. salt\n", "2 tsp. soda\n", "1 tsp. baking soda\n", "1 tsp. cinnamon\n", "1 tsp. nutmeg\n", "1 tsp. lemon\n", "2 c. chopped nuts\n", "1 (16 oz.) pkg. frozen lemonade mix\n", "1 (8 oz.) pkg. cream cheese\n", "1 c. chopped nuts\n", "1 box raisins\n", "DIRECTIONS\n", "Cream together well.\n", "Add flour, sugar and baking powder.\n", "Chill to thaw.\n", "Melt 3 minutes in mixer. Add sugar gradually, stirring until blended.\n", "Fold in vanilla.\n", "Pour into a greased and floured cake pan.\n", "Bake approximately 1/4 hour and 30 minutes at 350\\u00b0.\n", "Makes 8 loaves or 12 loaves.\n", "Servings:\n", "about 2 lb. each.\n", "<|endoftext|>\n", "TITLE\n", "Zombie Cake\n", "<|startoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 (3 oz.) pkg. frozen broccoli, thawed and drained\n", "4 lb. pkg. yellow cabbage, thawed and drained\n", "4 medium onions, minced\n", "4 c. cabbage, sliced fine\n", "3 Tbsp. flour\n", "dash of salt\n", "DIRECTIONS\n", "Drain and drain broccoli and the green onions.\n", "Slice cabbage and season to taste.\n", "Salt and pepper to taste.\n", "Mix salad ingredients.\n", "Cook until the desired consistency.\n", "TITLE\n", "Corn N' Cream\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 lb. fresh broccoli\n", "1 large can tuna\n", "2 pkg. green peas, drained\n", "1 large onion\n", "1 clove garlic, minced\n", "1/4 tsp. salt\n", "1 tsp. mustard\n", "1/2 medium green pepper\n", "1/8 tsp. chili powder\n", "chopped tomatoes\n", "DIRECTIONS\n", "Peel crescent rolls.\n", "Cut crescent rolls into 1/4-inch thick slices.\n", "Dip all layers in 1 1/2 cups water.\n", "Cover crescent rolls.\n", "Bake at 375\\u00b0 until golden brown and tender (120 to 140\\u00b0).\n", "Remove crescent rolls from oven and drain with a fork.\n", "In the same skillet, heat olive oil.\n", "Lightly oil grill on High for 40 to 45 minutes.\n", "Brown, drain and slice.\n", "Transfer bacon to wire racks and place in skillet.\n", "Place crescent rolls in crescent skillet covered baking dish.\n", "Frost, repeat layers; bake for 25 to 30 minutes.\n", "Turn on oil and fry until golden crisp.\n", "TITLE\n", "Broccoli And Green Pillsbury\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 1/2 c. sugar\n", "1/2 c. margarine\n", "1 1/2 c. brown sugar\n", "1 Tbsp. lemon juice\n", "1 tsp. vanilla\n", "1/2 tsp. soda\n", "1 tsp. baking soda\n", "4 c. flour\n", "1 tsp. vanilla\n", "DIRECTIONS\n", "Stir. Cook sugar in small saucepan until sugar is dissolved.\n", "Cool, then add vanilla and lemon juice.\n", "Stir.\n", "Use 1 1/2 teaspoons for each.\n", "TITLE\n", "Microwave Crisp Pie\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 cans (4 oz.) frozen applesauce and 1/2 stick margarine\n", "1 c. granulated sugar\n", "1 tsp. vanilla\n", "2 Tbsp. butter\n", "1 Tbsp. whipping cream\n", "1 c. chopped pecans\n", "3 eggs\n", "DIRECTIONS\n", "Grease 13 x 9 x 2-inch baking pan, 3/4 full. Combine the first 5 ingredients in a large mixing bowl. Mix well. Pour into baking dish. Bake 5 minutes as directed on box, 325 degrees. In a large bowl, beat the icing until stiff. Place 1/2 cup fruit into cupcake dishes. Stir in sugar and 1 teaspoon vanilla. Top each fruit layer with the pecans sprinkled with pecans and crushed pecans; sprinkle with the frosting and glaze. Bake in 350\\u00b0 oven for 20 to 25 minutes or until done. Cool completely before removing from oven.\n", "TITLE\n", "Easy Easy Creme Cake\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 c. flour\n", "1/4 tsp. salt\n", "1/2 tsp. nutmeg\n", "1/2 tsp. cinnamon\n", "3 eggs\n", "2 Tbsp. chopped walnuts\n", "DIRECTIONS\n", "Peel and peel\n", "\n", "[301 | 486.56] loss=1.39 avg=1.52\n", "[302 | 488.07] loss=1.46 avg=1.52\n", "[303 | 489.58] loss=1.49 avg=1.52\n", "[304 | 491.06] loss=1.49 avg=1.52\n", "[305 | 492.55] loss=1.39 avg=1.52\n", "[306 | 494.04] loss=1.49 avg=1.52\n", "[307 | 495.53] loss=1.57 avg=1.52\n", "[308 | 497.03] loss=1.52 avg=1.52\n", "[309 | 498.52] loss=1.55 avg=1.52\n", "[310 | 500.03] loss=1.47 avg=1.52\n", "[311 | 501.52] loss=1.41 avg=1.52\n", "[312 | 503.01] loss=1.45 avg=1.51\n", "[313 | 504.47] loss=1.56 avg=1.52\n", "[314 | 505.95] loss=1.40 avg=1.51\n", "[315 | 507.44] loss=1.44 avg=1.51\n", "[316 | 508.94] loss=1.39 avg=1.51\n", "[317 | 510.43] loss=1.43 avg=1.51\n", "[318 | 511.93] loss=1.48 avg=1.51\n", "[319 | 513.48] loss=1.46 avg=1.51\n", "[320 | 514.97] loss=1.53 avg=1.51\n", "[321 | 516.47] loss=1.32 avg=1.51\n", "[322 | 517.96] loss=1.42 avg=1.51\n", "[323 | 519.46] loss=1.38 avg=1.51\n", "[324 | 520.95] loss=1.40 avg=1.50\n", "[325 | 522.44] loss=1.46 avg=1.50\n", "[326 | 523.93] loss=1.53 avg=1.50\n", "[327 | 525.42] loss=1.63 avg=1.51\n", "[328 | 526.92] loss=1.40 avg=1.50\n", "[329 | 528.42] loss=1.56 avg=1.51\n", "[330 | 529.92] loss=1.66 avg=1.51\n", "[331 | 531.42] loss=1.63 avg=1.51\n", "[332 | 532.91] loss=1.55 avg=1.51\n", "[333 | 534.41] loss=1.41 avg=1.51\n", "[334 | 535.94] loss=1.51 avg=1.51\n", "[335 | 537.45] loss=1.50 avg=1.51\n", "[336 | 538.95] loss=1.52 avg=1.51\n", "[337 | 540.45] loss=1.47 avg=1.51\n", "[338 | 541.95] loss=1.44 avg=1.51\n", "[339 | 543.44] loss=1.38 avg=1.51\n", "[340 | 544.94] loss=1.41 avg=1.50\n", "[341 | 546.43] loss=1.51 avg=1.50\n", "[342 | 547.92] loss=1.43 avg=1.50\n", "[343 | 549.43] loss=1.41 avg=1.50\n", "[344 | 550.93] loss=1.44 avg=1.50\n", "[345 | 552.44] loss=1.46 avg=1.50\n", "[346 | 553.94] loss=1.39 avg=1.50\n", "[347 | 555.45] loss=1.43 avg=1.50\n", "[348 | 556.95] loss=1.43 avg=1.50\n", "[349 | 558.45] loss=1.42 avg=1.50\n", "[350 | 559.94] loss=1.55 avg=1.50\n", "[351 | 561.44] loss=1.46 avg=1.50\n", "[352 | 562.96] loss=1.49 avg=1.50\n", "[353 | 564.47] loss=1.42 avg=1.50\n", "[354 | 565.96] loss=1.52 avg=1.50\n", "[355 | 567.46] loss=1.41 avg=1.50\n", "[356 | 568.96] loss=1.48 avg=1.50\n", "[357 | 570.47] loss=1.35 avg=1.49\n", "[358 | 571.97] loss=1.50 avg=1.49\n", "[359 | 573.47] loss=1.38 avg=1.49\n", "[360 | 574.96] loss=1.43 avg=1.49\n", "[361 | 576.46] loss=1.37 avg=1.49\n", "[362 | 577.95] loss=1.48 avg=1.49\n", "[363 | 579.44] loss=1.56 avg=1.49\n", "[364 | 580.94] loss=1.41 avg=1.49\n", "[365 | 582.43] loss=1.42 avg=1.49\n", "[366 | 583.92] loss=1.47 avg=1.49\n", "[367 | 585.42] loss=1.44 avg=1.49\n", "[368 | 586.91] loss=1.33 avg=1.49\n", "[369 | 588.41] loss=1.47 avg=1.49\n", "[370 | 589.91] loss=1.41 avg=1.49\n", "[371 | 591.40] loss=1.53 avg=1.49\n", "[372 | 592.90] loss=1.53 avg=1.49\n", "[373 | 594.39] loss=1.43 avg=1.49\n", "[374 | 595.89] loss=1.49 avg=1.49\n", "[375 | 597.38] loss=1.50 avg=1.49\n", "[376 | 598.87] loss=1.48 avg=1.49\n", "[377 | 600.37] loss=1.42 avg=1.49\n", "[378 | 601.86] loss=1.31 avg=1.49\n", "[379 | 603.35] loss=1.41 avg=1.48\n", "[380 | 604.83] loss=1.46 avg=1.48\n", "[381 | 606.32] loss=1.46 avg=1.48\n", "[382 | 607.81] loss=1.43 avg=1.48\n", "[383 | 609.30] loss=1.40 avg=1.48\n", "[384 | 610.79] loss=1.38 avg=1.48\n", "[385 | 612.28] loss=1.40 avg=1.48\n", "[386 | 613.77] loss=1.42 avg=1.48\n", "[387 | 615.26] loss=1.46 avg=1.48\n", "[388 | 616.75] loss=1.39 avg=1.48\n", "[389 | 618.24] loss=1.44 avg=1.48\n", "[390 | 619.73] loss=1.62 avg=1.48\n", "[391 | 621.23] loss=1.39 avg=1.48\n", "[392 | 622.72] loss=1.36 avg=1.48\n", "[393 | 624.21] loss=1.44 avg=1.48\n", "[394 | 625.71] loss=1.44 avg=1.48\n", "[395 | 627.20] loss=1.48 avg=1.48\n", "[396 | 628.70] loss=1.35 avg=1.48\n", "[397 | 630.19] loss=1.48 avg=1.48\n", "[398 | 631.68] loss=1.34 avg=1.47\n", "[399 | 633.17] loss=1.45 avg=1.47\n", "[400 | 634.67] loss=1.44 avg=1.47\n", "======== SAMPLE 1 ========\n", "\n", "3 c. sugar\n", "1 c. milk\n", "1 tsp. vanilla\n", "1 1/2 tsp. cream\n", "2 eggs\n", "1/2 c. all-purpose flour\n", "1 tsp. butter\n", "DIRECTIONS\n", "Combine all ingredients. Makes two 1/2 pints.\n", "Let stand several hours in refrigerator.\n", "Bake in a Cool Whip pan at 375\\u00b0 for 30 minutes, removing to cooling rack.\n", "Cool in a tube pan 15 minutes, then frost with confectioners sugar.\n", "TITLE\n", "Blond Delight\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 can green beans (1 lb.)\n", "2 (8 oz.) boxes German chocolate\n", "1 can green beans (1 lb.)\n", "1 can green beans plus 1 can ground chuck\n", "1 c. finely chopped nuts (optional)\n", "1/2 c. sugar\n", "2 eggs\n", "2 1/2 c. oatmeal\n", "24 oz. can pineapple juice\n", "DIRECTIONS\n", "Sprinkle 1 tsp. cinnamon over top; pour remaining spices over.\n", "Mix well.\n", "Put in buttered 9 1/2 x 13 1/2 x 2-inch pan.\n", "Mix remaining ingredients and bake 35 minutes at 400\\u00b0.\n", "TITLE\n", "Cinnamon Fudge\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 lb. frozen peas\n", "1/4 c. water\n", "6 medium onions\n", "1 (29 oz.) can chicken broth\n", "2 1/3 c. cooked rice\n", "1 tsp. salt\n", "2 tsp. chili powder\n", "1/4 tsp. pepper\n", "1/2 c. sour cream\n", "1 tsp. Worcestershire sauce\n", "DIRECTIONS\n", "Cook peas until tender or until tender mushies are not brown. Saute onions on top of peas.\n", "Add broth and saute until thick. Add rice and season to taste. Add rice and season to taste.\n", "TITLE\n", "Mushies\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 (8 oz.) cream cheese, softened\n", "1 small pkg. (4 1/2 oz.) frozen lemon jelly, chilled\n", "1 large can frozen orange juice\n", "1 can sweetened condensed milk\n", "DIRECTIONS\n", "Combine first 5 ingredients.\n", "Beat. Add orange juice, sweetened condensed milk and salt.\n", "Add crushed pears and sprinkle on top of mixture.\n", "TITLE\n", "Pears And Orange Jellies\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 lb. ground beef\n", "8 oz. can tomato soup\n", "9 to 10 slices Italian cheese\n", "2 oz. cans tomato sauce\n", "1 qt. jar pimentos\n", "DIRECTIONS\n", "Saute ground beef in saucepan until brown.\n", "Add chopped onions and cheese.\n", "Cook on both sides until cheese melts.\n", "Add to hot mixture and simmer on low heat 25 minutes. Cook pimentos on both sides.\n", "TITLE\n", "Tomato Cheese Deli\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 box confectioners sugar\n", "1/2 stick margarine\n", "2 1/2 pkg. dry yeast\n", "3/4 c. water\n", "1 lb. Kraft biscuits\n", "16 c. sugar\n", "2 (13 1/2 oz.) cans pineapple juice\n", "1 stick butter, melted\n", "DIRECTIONS\n", "Put all together in bowl; let stand about 2 hours.\n", "Make a well in center of dough and press into a greased pan.\n", "Fill crusts with sugar and melted butter.\n", "Bake at 400\\u00b0 for 4 minutes.\n", "Remove from pans and cool.\n", "TITLE\n", "Pam'S Pampas\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 c. sugar\n", "2 1/2 Tbsp. flour\n", "1 egg\n", "6 Tbsp. flour\n", "1 tsp. vanilla\n", "3 c. milk\n", "3 eggs\n", "DIRECTIONS\n", "Combine sugar, eggs, flour and vanilla; beat well.\n", "Add enough milk for an additional layer of egg whites and layers of egg white cake and layers of cake.\n", "TITLE\n", "Easy To Prepare Sugar Cookies\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "4 large eggs\n", "1 c. raisins (optional)\n", "1 c. walnuts (optional)\n", "4 oz. vanilla wafers\n", "DIRECTIONS\n", "Cream together eggs and raisins until creamy.\n", "Add walnuts, if desired.\n", "Pour into unbaked pie shell.\n", "Bake in a 9 x 13-inch pan. Can be doubled.\n", "TITLE\n", "Walnuts And Wal\n", "\n", "[401 | 650.18] loss=1.47 avg=1.47\n", "[402 | 651.67] loss=1.41 avg=1.47\n", "[403 | 653.14] loss=1.31 avg=1.47\n", "[404 | 654.62] loss=1.41 avg=1.47\n", "[405 | 656.10] loss=1.39 avg=1.47\n", "[406 | 657.59] loss=1.39 avg=1.47\n", "[407 | 659.07] loss=1.42 avg=1.47\n", "[408 | 660.55] loss=1.37 avg=1.47\n", "[409 | 662.03] loss=1.51 avg=1.47\n", "[410 | 663.51] loss=1.64 avg=1.47\n", "[411 | 664.99] loss=1.42 avg=1.47\n", "[412 | 666.46] loss=1.45 avg=1.47\n", "[413 | 667.94] loss=1.43 avg=1.47\n", "[414 | 669.40] loss=1.46 avg=1.47\n", "[415 | 670.87] loss=1.33 avg=1.47\n", "[416 | 672.33] loss=1.44 avg=1.47\n", "[417 | 673.78] loss=1.43 avg=1.47\n", "[418 | 675.22] loss=1.45 avg=1.47\n", "[419 | 676.66] loss=1.44 avg=1.47\n", "[420 | 678.09] loss=1.47 avg=1.47\n", "[421 | 679.55] loss=1.44 avg=1.47\n", "[422 | 681.01] loss=1.41 avg=1.47\n", "[423 | 682.50] loss=1.46 avg=1.47\n", "[424 | 683.96] loss=1.41 avg=1.46\n", "[425 | 685.40] loss=1.39 avg=1.46\n", "[426 | 686.86] loss=1.46 avg=1.46\n", "[427 | 688.32] loss=1.48 avg=1.46\n", "[428 | 689.78] loss=1.44 avg=1.46\n", "[429 | 691.22] loss=1.37 avg=1.46\n", "[430 | 692.64] loss=1.44 avg=1.46\n", "[431 | 694.07] loss=1.43 avg=1.46\n", "[432 | 695.50] loss=1.39 avg=1.46\n", "[433 | 696.93] loss=1.46 avg=1.46\n", "[434 | 698.36] loss=1.43 avg=1.46\n", "[435 | 699.80] loss=1.55 avg=1.46\n", "[436 | 701.23] loss=1.41 avg=1.46\n", "[437 | 702.66] loss=1.52 avg=1.46\n", "[438 | 704.09] loss=1.50 avg=1.46\n", "[439 | 705.52] loss=1.42 avg=1.46\n", "[440 | 706.96] loss=1.39 avg=1.46\n", "[441 | 708.39] loss=1.42 avg=1.46\n", "[442 | 709.82] loss=1.44 avg=1.46\n", "[443 | 711.25] loss=1.46 avg=1.46\n", "[444 | 712.69] loss=1.39 avg=1.46\n", "[445 | 714.12] loss=1.33 avg=1.46\n", "[446 | 715.56] loss=1.43 avg=1.46\n", "[447 | 717.00] loss=1.54 avg=1.46\n", "[448 | 718.44] loss=1.33 avg=1.46\n", "[449 | 719.89] loss=1.43 avg=1.46\n", "[450 | 721.34] loss=1.41 avg=1.46\n", "[451 | 722.81] loss=1.36 avg=1.46\n", "[452 | 724.25] loss=1.41 avg=1.46\n", "[453 | 725.69] loss=1.35 avg=1.45\n", "[454 | 727.11] loss=1.37 avg=1.45\n", "[455 | 728.54] loss=1.47 avg=1.45\n", "[456 | 729.97] loss=1.42 avg=1.45\n", "[457 | 731.41] loss=1.39 avg=1.45\n", "[458 | 732.84] loss=1.35 avg=1.45\n", "[459 | 734.26] loss=1.51 avg=1.45\n", "[460 | 735.68] loss=1.38 avg=1.45\n", "[461 | 737.11] loss=1.41 avg=1.45\n", "[462 | 738.54] loss=1.42 avg=1.45\n", "[463 | 739.96] loss=1.36 avg=1.45\n", "[464 | 741.39] loss=1.44 avg=1.45\n", "[465 | 742.82] loss=1.34 avg=1.45\n", "[466 | 744.24] loss=1.43 avg=1.45\n", "[467 | 745.67] loss=1.42 avg=1.45\n", "[468 | 747.10] loss=1.40 avg=1.45\n", "[469 | 748.53] loss=1.46 avg=1.45\n", "[470 | 749.96] loss=1.44 avg=1.45\n", "[471 | 751.39] loss=1.49 avg=1.45\n", "[472 | 752.83] loss=1.46 avg=1.45\n", "[473 | 754.26] loss=1.38 avg=1.45\n", "[474 | 755.69] loss=1.53 avg=1.45\n", "[475 | 757.12] loss=1.43 avg=1.45\n", "[476 | 758.55] loss=1.43 avg=1.45\n", "[477 | 759.97] loss=1.41 avg=1.45\n", "[478 | 761.41] loss=1.44 avg=1.45\n", "[479 | 762.84] loss=1.42 avg=1.45\n", "[480 | 764.27] loss=1.40 avg=1.45\n", "[481 | 765.70] loss=1.48 avg=1.45\n", "[482 | 767.13] loss=1.41 avg=1.45\n", "[483 | 768.56] loss=1.60 avg=1.45\n", "[484 | 769.99] loss=1.49 avg=1.45\n", "[485 | 771.42] loss=1.45 avg=1.45\n", "[486 | 772.86] loss=1.48 avg=1.45\n", "[487 | 774.28] loss=1.43 avg=1.45\n", "[488 | 775.71] loss=1.42 avg=1.45\n", "[489 | 777.14] loss=1.43 avg=1.45\n", "[490 | 778.57] loss=1.50 avg=1.45\n", "[491 | 780.00] loss=1.35 avg=1.45\n", "[492 | 781.43] loss=1.36 avg=1.45\n", "[493 | 782.85] loss=1.45 avg=1.45\n", "[494 | 784.28] loss=1.44 avg=1.45\n", "[495 | 785.71] loss=1.43 avg=1.45\n", "[496 | 787.14] loss=1.46 avg=1.45\n", "[497 | 788.57] loss=1.46 avg=1.45\n", "[498 | 790.00] loss=1.47 avg=1.45\n", "[499 | 791.43] loss=1.37 avg=1.45\n", "[500 | 792.86] loss=1.41 avg=1.45\n", "======== SAMPLE 1 ========\n", "DIP\n", "Combine first 6 ingredients in large saucepan. Bring to a full boil over medium heat and boil about 30 minutes.\n", "Remove from heat, pour over chicken mixture.\n", "Mix well and serve with rice.\n", "TITLE\n", "Chicken Relish\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 lb. ground turkey bones\n", "1 stalk cabbage, peeled and cut into 1-inch cubes\n", "2 stalk scallions, peeled and chopped\n", "1 (14 oz.) can cream cheese\n", "1/2 c. milk\n", "2 eggs\n", "1 tsp. salt\n", "1 c. chopped parsley\n", "1 c. celery seed\n", "3/4 c. chopped nuts\n", "1/4 c. milk\n", "DIRECTIONS\n", "Brown ground turkey cubes in butter. Add onion and cook about 5 minutes. Add cabbage, scallions and celery seed. Cook a few more minutes; return to stove and add milk and continue cooking a few more minutes.\n", "Add cheese to chicken and cook about 20 to 30 minutes longer.\n", "TITLE\n", "Scallion Chicken Quilt\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 head lettuce, shredded\n", "1 can cream of chicken soup\n", "1/2 can refried beans\n", "1 large can water\n", "6 green peppers\n", "1 onion, pea-pea seed or 1 head celery seed\n", "8 oz. jar salsa\n", "DIRECTIONS\n", "Cut chicken in bite sized pieces.\n", "Dip in water. Put in large casserole. Serve with lettuce.\n", "TITLE\n", "Chicken Relish\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "4 eggs, well beaten\n", "3 to 4 Tbsp. sugar\n", "1/4 c. melted butter\n", "1/4 c. flour\n", "2/3 c. raisins\n", "1/2 c. chopped nuts\n", "3/4 c. flour\n", "3/4 c. milk\n", "3/4 c. raisins\n", "DIRECTIONS\n", "Preheat oven to 400\\u00b0.\n", "Beat eggs and sugar. Sift flour and salt.\n", "Combine flour, margarine and butter.\n", "In pastry shell, flour, butter and flour until creamy.\n", "Pour batter into prepared shell and press evenly over baked crusty mixture.\n", "Bake for 10 minutes.\n", "Cut in nuts, raisins, walnuts and raisins with a pastry cutter.\n", "Fry.\n", "TITLE\n", "Aloha Flake\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 can peaches, drained\n", "10 egg whites, beaten\n", "2 1/2 lb. marshmallows, crushed\n", "1 1/2 c. sugar\n", "1/4 tsp. vanilla\n", "1/4 tsp. salt\n", "1/8 tsp. cinnamon sticks\n", "DIRECTIONS\n", "Combine peaches, egg whites and marshmallows. Chill until firm.\n", "Cut in sugar until smooth. Add vanilla, salt and cinnamon sticks together. Mix well.\n", "Drop by teaspoonfuls onto greased cookie sheet.\n", "If desired, you can cut into small pieces.\n", "Dot with butter.\n", "Bake in 350\\u00b0 oven for 15-20 minutes.\n", "Use as much as you desire.\n", "TITLE\n", "Mama'S Marshmallow Cookies\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 lb. hamburger or sausage\n", "1 onion, chopped\n", "2 Tbsp. soy sauce\n", "1 c. chicken stock\n", "1 pt. sour cream\n", "8 oz. hot brown gravy mix\n", "1 (14 oz.) can cream of chicken soup\n", "1 c. chopped celery or bell pepper\n", "2 cans cream of mushroom soup\n", "1 c. sour cream\n", "1/4 c. chopped onion\n", "1 pkg. corn bread (uncooked)\n", "1 can corn rice\n", "DIRECTIONS\n", "Cook hamburger and onion; drain and rinse well. Combine sausage, meat and rice.\n", "Add sour cream, stir; add to mixture; mix well. Add corn bread, chicken, soup, gravy mix and corn mixture. Mix well; pour into greased baking dish.\n", "Bake at 350\\u00b0 for 45 minutes to 1 hour.\n", "TITLE\n", "Hamburger Casserole\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 c. sugar\n", "1/2 c. cocoa\n", "1 small can Pet milk\n", "2 Tbsp. vegetable oil\n", "2 tsp. cinnamon\n", "1/2 tsp. salt\n", "1 egg\n", "1/2 c. pumpkin\n", "1/3 c. butter or margarine, melted\n", "1 c. flour\n", "1/2 c. all-purpose flour\n", "1 tsp. baking soda\n", "\n", "[501 | 808.11] loss=1.50 avg=1.45\n", "[502 | 809.52] loss=1.38 avg=1.45\n", "[503 | 810.93] loss=1.48 avg=1.45\n", "[504 | 812.34] loss=1.37 avg=1.45\n", "[505 | 813.76] loss=1.31 avg=1.44\n", "[506 | 815.18] loss=1.40 avg=1.44\n", "[507 | 816.60] loss=1.39 avg=1.44\n", "[508 | 818.02] loss=1.36 avg=1.44\n", "[509 | 819.44] loss=1.37 avg=1.44\n", "[510 | 820.86] loss=1.39 avg=1.44\n", "[511 | 822.28] loss=1.36 avg=1.44\n", "[512 | 823.71] loss=1.40 avg=1.44\n", "[513 | 825.13] loss=1.45 avg=1.44\n", "[514 | 826.55] loss=1.58 avg=1.44\n", "[515 | 827.97] loss=1.44 avg=1.44\n", "[516 | 829.39] loss=1.39 avg=1.44\n", "[517 | 830.82] loss=1.44 avg=1.44\n", "[518 | 832.24] loss=1.36 avg=1.44\n", "[519 | 833.67] loss=1.51 avg=1.44\n", "[520 | 835.10] loss=1.34 avg=1.44\n", "[521 | 836.52] loss=1.34 avg=1.44\n", "[522 | 837.95] loss=1.45 avg=1.44\n", "[523 | 839.37] loss=1.37 avg=1.44\n", "[524 | 840.80] loss=1.45 avg=1.44\n", "[525 | 842.22] loss=1.40 avg=1.44\n", "[526 | 843.66] loss=1.37 avg=1.44\n", "[527 | 845.09] loss=1.44 avg=1.44\n", "[528 | 846.52] loss=1.38 avg=1.44\n", "[529 | 847.95] loss=1.42 avg=1.44\n", "[530 | 849.37] loss=1.44 avg=1.44\n", "[531 | 850.80] loss=1.33 avg=1.44\n", "[532 | 852.23] loss=1.33 avg=1.43\n", "[533 | 853.65] loss=1.46 avg=1.43\n", "[534 | 855.08] loss=1.45 avg=1.44\n", "[535 | 856.52] loss=1.41 avg=1.43\n", "[536 | 857.95] loss=1.50 avg=1.44\n", "[537 | 859.38] loss=1.38 avg=1.43\n", "[538 | 860.80] loss=1.35 avg=1.43\n", "[539 | 862.23] loss=1.35 avg=1.43\n", "[540 | 863.65] loss=1.38 avg=1.43\n", "[541 | 865.08] loss=1.51 avg=1.43\n", "[542 | 866.52] loss=1.35 avg=1.43\n", "[543 | 867.95] loss=1.52 avg=1.43\n", "[544 | 869.38] loss=1.41 avg=1.43\n", "[545 | 870.80] loss=1.52 avg=1.43\n", "[546 | 872.23] loss=1.49 avg=1.43\n", "[547 | 873.66] loss=1.35 avg=1.43\n", "[548 | 875.08] loss=1.33 avg=1.43\n", "[549 | 876.51] loss=1.30 avg=1.43\n", "[550 | 877.94] loss=1.42 avg=1.43\n", "[551 | 879.36] loss=1.29 avg=1.43\n", "[552 | 880.79] loss=1.43 avg=1.43\n", "[553 | 882.22] loss=1.32 avg=1.43\n", "[554 | 883.65] loss=1.38 avg=1.43\n", "[555 | 885.08] loss=1.43 avg=1.43\n", "[556 | 886.51] loss=1.45 avg=1.43\n", "[557 | 887.94] loss=1.36 avg=1.43\n", "[558 | 889.37] loss=1.44 avg=1.43\n", "[559 | 890.79] loss=1.49 avg=1.43\n", "[560 | 892.22] loss=1.45 avg=1.43\n", "[561 | 893.65] loss=1.39 avg=1.43\n", "[562 | 895.08] loss=1.39 avg=1.43\n", "[563 | 896.51] loss=1.42 avg=1.43\n", "[564 | 897.95] loss=1.50 avg=1.43\n", "[565 | 899.38] loss=1.41 avg=1.43\n", "[566 | 900.81] loss=1.40 avg=1.43\n", "[567 | 902.25] loss=1.53 avg=1.43\n", "[568 | 903.68] loss=1.31 avg=1.43\n", "[569 | 905.11] loss=1.38 avg=1.43\n", "[570 | 906.53] loss=1.30 avg=1.43\n", "[571 | 907.97] loss=1.40 avg=1.43\n", "[572 | 909.40] loss=1.37 avg=1.43\n", "[573 | 910.83] loss=1.38 avg=1.43\n", "[574 | 912.25] loss=1.59 avg=1.43\n", "[575 | 913.68] loss=1.34 avg=1.43\n", "[576 | 915.10] loss=1.44 avg=1.43\n", "[577 | 916.53] loss=1.44 avg=1.43\n", "[578 | 917.96] loss=1.49 avg=1.43\n", "[579 | 919.39] loss=1.33 avg=1.43\n", "[580 | 920.81] loss=1.53 avg=1.43\n", "[581 | 922.25] loss=1.38 avg=1.43\n", "[582 | 923.67] loss=1.44 avg=1.43\n", "[583 | 925.10] loss=1.31 avg=1.43\n", "[584 | 926.53] loss=1.38 avg=1.42\n", "[585 | 927.96] loss=1.45 avg=1.43\n", "[586 | 929.40] loss=1.55 avg=1.43\n", "[587 | 930.83] loss=1.40 avg=1.43\n", "[588 | 932.26] loss=1.35 avg=1.43\n", "[589 | 933.68] loss=1.31 avg=1.42\n", "[590 | 935.11] loss=1.40 avg=1.42\n", "[591 | 936.54] loss=1.36 avg=1.42\n", "[592 | 937.97] loss=1.46 avg=1.42\n", "[593 | 939.40] loss=1.49 avg=1.42\n", "[594 | 940.83] loss=1.37 avg=1.42\n", "[595 | 942.26] loss=1.43 avg=1.42\n", "[596 | 943.70] loss=1.46 avg=1.42\n", "[597 | 945.14] loss=1.30 avg=1.42\n", "[598 | 946.57] loss=1.37 avg=1.42\n", "[599 | 948.00] loss=1.41 avg=1.42\n", "[600 | 949.43] loss=1.34 avg=1.42\n", "======== SAMPLE 1 ========\n", "\n", "3 eggs\n", "1 box raisins\n", "3/4 c. grated sharp Cheddar\n", "DIRECTIONS\n", "Beat eggs and mix with flour, flour sifted and soda.\n", "Add to eggs and vanilla and beat well.\n", "Stir in grated cheese.\n", "Divide into 3 equal-sized balls.\n", "Roll balls in flour mixture and place in a shallow baking pan.\n", "Bake 45 to 60 minutes for 9-inch pie crust.\n", "TITLE\n", "Quick Pie Crust\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 c. all-purpose flour\n", "3/4 c. brown sugar\n", "1 1/2 tsp. soda dissolved in 1/4 tsp. flour\n", "1/2 tsp. salt\n", "1/2 c. vegetable oil\n", "2 egg yolks\n", "4 heaping Tbsp. sugar\n", "2 Tbsp. shortening\n", "3 c. milk\n", "2 1/4 c. sugar\n", "2 Tbsp. flour\n", "3 tsp. vanilla\n", "1/4 c. shortening\n", "DIRECTIONS\n", "Mix flour, brown sugar, soda and salt.\n", "Mix well and set aside.\n", "Combine oil, egg and shortening.\n", "Pour into flour mixture and mix well.\n", "Combine flour mixture with milk, egg mixture and vanilla.\n", "Pour into greased and floured 9 x 11-inch pan.\n", "Bake, 25 minutes at 350\\u00b0.\n", "TITLE\n", "Pecan Pound Cake\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1/4 lb. hot sausage links or sausage links (I use 1 lb. meat links)\n", "1/2 lb. pork sausage links\n", "1/2 lb. sausage links\n", "1 onion, chopped\n", "2 eggs\n", "1 can cream of mushroom soup\n", "1 can cream of mushroom soup\n", "1 c. milk\n", "1 c. grated Cheddar cheese\n", "salt and pepper to taste\n", "DIRECTIONS\n", "Crumble sausage link and saute sausage, egg and sausage link, then top with onion, cheese and soup.\n", "Blend milk, cheese and cream of mushroom soup together. Pour into 9 x 13-inch pan.\n", "Cover and chill overnight.\n", "Makes 50 quarts.\n", "TITLE\n", "Egg And Sausage Loaf\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. sour cream\n", "2 eggs\n", "1 c. milk\n", "1 c. mayonnaise\n", "2 tsp. vanilla\n", "1 c. chopped pecans or walnuts\n", "1 tsp. vanilla\n", "1 c. miniature marshmallows\n", "DIRECTIONS\n", "Preheat oven to 350\\u00b0.\n", "Sour cream with eggs and add milk.\n", "Stir in remaining ingredients.\n", "Pour into a shallow dish.\n", "Bake 1 hour and 20 minutes or until a little heated.\n", "The marshmallows and vanilla give it a wonderful brown feel.\n", "TITLE\n", "Pecan-Filled Sandwiches\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. self-rising cornmeal\n", "1 stick melted margarine\n", "2 c. sugar\n", "1/2 tsp. salt\n", "2 eggs\n", "2 tsp. vanilla\n", "2 tsp. cloves salt\n", "1 small can sliced bananas\n", "1 c. chopped pecans\n", "1 c. chopped pecans (small or medium)\n", "2 Tbsp. oleo\n", "DIRECTIONS\n", "Preheat oven to 275\\u00b0.\n", "Cream together margarine and sugar.\n", "Sift\n", "and\n", "mix the eggs, oleo,\n", "salt and vanilla.\n", "Add\n", "together all\n", "together\n", "and\n", "mix\n", "again.\n", "Let it\n", "bite-size\n", "and\n", "whole\\the\\time. This can be made with a mixer at the same time.\n", "TITLE\n", "Banana Crunch\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 pkg. jello (fresh or frozen)\n", "1 c. boiling water\n", "flour (use 10 1/2 Tbsp. to 5 3/4 c.)\n", "DIRECTIONS\n", "In a saucepan, stir 3 to 4 minutes and bring to a boil when cool.\n", "Then drop by a teaspoon onto a cookie sheet.\n", "Place 1 tablespoon of jelly in each cookie.\n", "Pour 3 tablespoons on each cookie, sealing.\n", "Sprinkle chocolate squares on top.\n", "TITLE\n", "Jello Drop\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 lb. hamburger\n", "1 green pepper\n", "1/2 onion, diced or 1/2 lb. ground beef\n", "1 can cream of mushroom soup\n", "1 can\n", "\n", "[601 | 964.22] loss=1.32 avg=1.42\n", "[602 | 965.64] loss=1.35 avg=1.42\n", "[603 | 967.06] loss=1.49 avg=1.42\n", "[604 | 968.47] loss=1.36 avg=1.42\n", "[605 | 969.89] loss=1.44 avg=1.42\n", "[606 | 971.31] loss=1.40 avg=1.42\n", "[607 | 972.72] loss=1.37 avg=1.42\n", "[608 | 974.15] loss=1.41 avg=1.42\n", "[609 | 975.57] loss=1.40 avg=1.42\n", "[610 | 976.99] loss=1.40 avg=1.42\n", "[611 | 978.42] loss=1.32 avg=1.42\n", "[612 | 979.85] loss=1.48 avg=1.42\n", "[613 | 981.28] loss=1.43 avg=1.42\n", "[614 | 982.70] loss=1.38 avg=1.42\n", "[615 | 984.13] loss=1.38 avg=1.42\n", "[616 | 985.54] loss=1.35 avg=1.42\n", "[617 | 986.97] loss=1.49 avg=1.42\n", "[618 | 988.39] loss=1.43 avg=1.42\n", "[619 | 989.82] loss=1.46 avg=1.42\n", "[620 | 991.25] loss=1.41 avg=1.42\n", "[621 | 992.68] loss=1.38 avg=1.42\n", "[622 | 994.10] loss=1.36 avg=1.42\n", "[623 | 995.53] loss=1.45 avg=1.42\n", "[624 | 996.96] loss=1.42 avg=1.42\n", "[625 | 998.38] loss=1.42 avg=1.42\n", "[626 | 999.82] loss=1.29 avg=1.42\n", "[627 | 1001.24] loss=1.39 avg=1.42\n", "[628 | 1002.67] loss=1.42 avg=1.42\n", "[629 | 1004.09] loss=1.28 avg=1.41\n", "[630 | 1005.52] loss=1.51 avg=1.42\n", "[631 | 1006.95] loss=1.47 avg=1.42\n", "[632 | 1008.38] loss=1.37 avg=1.42\n", "[633 | 1009.81] loss=1.47 avg=1.42\n", "[634 | 1011.23] loss=1.42 avg=1.42\n", "[635 | 1012.67] loss=1.38 avg=1.42\n", "[636 | 1014.10] loss=1.47 avg=1.42\n", "[637 | 1015.53] loss=1.34 avg=1.42\n", "[638 | 1016.96] loss=1.45 avg=1.42\n", "[639 | 1018.39] loss=1.39 avg=1.42\n", "[640 | 1019.83] loss=1.32 avg=1.42\n", "[641 | 1021.27] loss=1.48 avg=1.42\n", "[642 | 1022.71] loss=1.31 avg=1.41\n", "[643 | 1024.14] loss=1.54 avg=1.42\n", "[644 | 1025.58] loss=1.35 avg=1.42\n", "[645 | 1027.01] loss=1.36 avg=1.41\n", "[646 | 1028.44] loss=1.43 avg=1.41\n", "[647 | 1029.87] loss=1.35 avg=1.41\n", "[648 | 1031.30] loss=1.29 avg=1.41\n", "[649 | 1032.74] loss=1.35 avg=1.41\n", "[650 | 1034.16] loss=1.42 avg=1.41\n", "[651 | 1035.60] loss=1.43 avg=1.41\n", "[652 | 1037.03] loss=1.43 avg=1.41\n", "[653 | 1038.48] loss=1.29 avg=1.41\n", "[654 | 1040.06] loss=1.36 avg=1.41\n", "[655 | 1041.59] loss=1.29 avg=1.41\n", "[656 | 1043.06] loss=1.46 avg=1.41\n", "[657 | 1044.49] loss=1.36 avg=1.41\n", "[658 | 1045.97] loss=1.49 avg=1.41\n", "[659 | 1047.47] loss=1.41 avg=1.41\n", "[660 | 1048.97] loss=1.34 avg=1.41\n", "[661 | 1050.44] loss=1.38 avg=1.41\n", "[662 | 1051.89] loss=1.35 avg=1.41\n", "[663 | 1053.32] loss=1.38 avg=1.41\n", "[664 | 1054.77] loss=1.45 avg=1.41\n", "[665 | 1056.20] loss=1.37 avg=1.41\n", "[666 | 1057.64] loss=1.40 avg=1.41\n", "[667 | 1059.06] loss=1.30 avg=1.41\n", "[668 | 1060.49] loss=1.45 avg=1.41\n", "[669 | 1061.92] loss=1.30 avg=1.41\n", "[670 | 1063.35] loss=1.36 avg=1.41\n", "[671 | 1064.78] loss=1.30 avg=1.41\n", "[672 | 1066.21] loss=1.45 avg=1.41\n", "[673 | 1067.64] loss=1.33 avg=1.41\n", "[674 | 1069.07] loss=1.47 avg=1.41\n", "[675 | 1070.50] loss=1.38 avg=1.41\n", "[676 | 1071.93] loss=1.42 avg=1.41\n", "[677 | 1073.36] loss=1.47 avg=1.41\n", "[678 | 1074.79] loss=1.35 avg=1.41\n", "[679 | 1076.22] loss=1.52 avg=1.41\n", "[680 | 1077.65] loss=1.36 avg=1.41\n", "[681 | 1079.08] loss=1.46 avg=1.41\n", "[682 | 1080.51] loss=1.40 avg=1.41\n", "[683 | 1081.94] loss=1.53 avg=1.41\n", "[684 | 1083.37] loss=1.31 avg=1.41\n", "[685 | 1084.80] loss=1.29 avg=1.41\n", "[686 | 1086.23] loss=1.30 avg=1.40\n", "[687 | 1087.66] loss=1.49 avg=1.41\n", "[688 | 1089.09] loss=1.36 avg=1.41\n", "[689 | 1090.52] loss=1.49 avg=1.41\n", "[690 | 1091.95] loss=1.36 avg=1.41\n", "[691 | 1093.38] loss=1.37 avg=1.41\n", "[692 | 1094.81] loss=1.47 avg=1.41\n", "[693 | 1096.24] loss=1.42 avg=1.41\n", "[694 | 1097.67] loss=1.47 avg=1.41\n", "[695 | 1099.10] loss=1.53 avg=1.41\n", "[696 | 1100.54] loss=1.37 avg=1.41\n", "[697 | 1101.96] loss=1.38 avg=1.41\n", "[698 | 1103.39] loss=1.38 avg=1.41\n", "[699 | 1104.82] loss=1.42 avg=1.41\n", "[700 | 1106.25] loss=1.37 avg=1.41\n", "======== SAMPLE 1 ========\n", " batter until mixture is thick and not lumps.\n", "Cover with remaining ingredients.\n", "Heat oven at 325\\u00b0.\n", "When mixture is bubbly, set aside to cool.\n", "TITLE\n", "Hot Dog Cake\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 1/2 c. sugar\n", "2 eggs, beaten\n", "1/2 c. milk\n", "1 tsp. vanilla\n", "1/2 tsp. cinnamon\n", "DIRECTIONS\n", "Cream together sugar and eggs.\n", "Add milk to vanilla and mix well.\n", "Add to creamed mixture to make the batter.\n", "Add cinnamon and beat.\n", "Pour into a greased cookie sheet and bake 40 minutes.\n", "Let set until it bubbles, then cut into squares.\n", "TITLE\n", "Lazy Angel Cookies\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 lb. ground beef\n", "1 egg\n", "1 envelope dry onion mix\n", "salt and pepper\n", "sour cream\n", "oregano\n", "DIRECTIONS\n", "Mix all ingredients until smooth.\n", "Bake 1 hour at 350\\u00b0.\n", "TITLE\n", "Beef Stroganoff\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 1/2 c. sugar\n", "1/2 c. butter\n", "1/2 c. oil\n", "4 eggs\n", "1 1/2 c. flour\n", "1 tsp. soda\n", "1/2 tsp. baking powder\n", "1 tsp. baking soda\n", "1/2 c. nuts (optional)\n", "DIRECTIONS\n", "Cream sugar and butter; blend in oil.\n", "Add egg and vanilla; mix well.\n", "Add flour, soda, baking powder and baking powder. Add nuts.\n", "Pour into greased and floured pan.\n", "Bake at 325\\u00b0 for 35 to 45 minutes.\n", "TITLE\n", "Hot Fudge Cake\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 lb. bulk pork sausage\n", "2 large cans Italian (or 1 can Italian wine)\n", "DIRECTIONS\n", "Cook sausage by the time you reach it.\n", "Cut in slices, add in tomato sauce, flour, salt and pepper.\n", "Drain.\n", "Cook in salted water until brown.\n", "Add sausage with juice, if you wish.\n", "Serve.\n", "TITLE\n", "Pork Sausage(From Cacciatore) \n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 Tbsp. vegetable shortening\n", "1 small can chicken or egg\n", "2 oz. cottage cheese\n", "1 c. milk\n", "1 tsp. vanilla and 1/2 c. butter flavoring\n", "1 can evaporated milk\n", "DIRECTIONS\n", "Combine the first 6 ingredients. Pour into 2-quart casserole; bake for 30 minutes at 350\\u00b0.\n", "TITLE\n", "Cheesy Chicken Casserole\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1/2 c. granulated sugar\n", "1 c. firmly packed brown sugar\n", "1 c. (4 oz.) coconut\n", "1 3/4 c. firmly packed brown sugar\n", "1 c. (4 oz.) coconut\n", "1 1/2 c. sweet milk\n", "1 tsp. vanilla\n", "1/2 tsp. baking soda\n", "1/2 tsp. cinnamon\n", "1 tsp. vanilla\n", "DIRECTIONS\n", "In large baking pan, melt vanilla. Pour coconut and sugar over coconut.\n", "Combine brown sugar and coconut.\n", "Place in refrigerator until cold, then pour dry sweet milk over all.\n", "Place in freezer until very stiff, 5 minutes.\n", "Remove from freezer and cool.\n", "TITLE\n", "Christmas Cocoa Cake\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 angel food cake\n", "1 Tbsp. oil\n", "1 stick butter or margarine\n", "1/4 c. lemon or orange juice\n", "1 egg\n", "DIRECTIONS\n", "Heat oven at 300\\u00b0.\n", "Grease and flour 10-inch tube pan (slightly oiled).\n", "Grease and flour a 9 x 13-inch spring-form pan.\n", "Prepare in cake pan the Angel Food cake.\n", "TITLE\n", "Angel Food Cake\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1/2 c. grated cheese\n", "1/2 c. mayonnaise\n", "1/2 c. hot cream\n", "1 can tomato sauce\n", "1 carton sour cream\n", "DIRECTIONS\n", "Mix cheese and mayonnaise together.\n", "Spread over crumbled crust.\n", "Cool.\n", "Bake, uncovered, at 450\\u00b0 until done.\n", "TITLE\n", "Che\n", "\n", "[701 | 1121.09] loss=1.36 avg=1.41\n", "[702 | 1122.52] loss=1.43 avg=1.41\n", "[703 | 1123.97] loss=1.45 avg=1.41\n", "[704 | 1125.40] loss=1.46 avg=1.41\n", "[705 | 1126.82] loss=1.50 avg=1.41\n", "[706 | 1128.24] loss=1.51 avg=1.41\n", "[707 | 1129.66] loss=1.48 avg=1.41\n", "[708 | 1131.09] loss=1.43 avg=1.41\n", "[709 | 1132.51] loss=1.36 avg=1.41\n", "[710 | 1133.94] loss=1.34 avg=1.41\n", "[711 | 1135.38] loss=1.44 avg=1.41\n", "[712 | 1136.84] loss=1.39 avg=1.41\n", "[713 | 1138.29] loss=1.34 avg=1.41\n", "[714 | 1139.72] loss=1.39 avg=1.41\n", "[715 | 1141.15] loss=1.37 avg=1.41\n", "[716 | 1142.59] loss=1.44 avg=1.41\n", "[717 | 1144.02] loss=1.34 avg=1.41\n", "[718 | 1145.46] loss=1.38 avg=1.41\n", "[719 | 1146.89] loss=1.36 avg=1.41\n", "[720 | 1148.33] loss=1.37 avg=1.41\n", "[721 | 1149.77] loss=1.34 avg=1.41\n", "[722 | 1151.20] loss=1.36 avg=1.41\n", "[723 | 1152.62] loss=1.43 avg=1.41\n", "[724 | 1154.06] loss=1.28 avg=1.40\n", "[725 | 1155.48] loss=1.47 avg=1.40\n", "[726 | 1156.91] loss=1.36 avg=1.40\n", "[727 | 1158.34] loss=1.32 avg=1.40\n", "[728 | 1159.77] loss=1.30 avg=1.40\n", "[729 | 1161.21] loss=1.30 avg=1.40\n", "[730 | 1162.64] loss=1.37 avg=1.40\n", "[731 | 1164.07] loss=1.30 avg=1.40\n", "[732 | 1165.50] loss=1.31 avg=1.40\n", "[733 | 1166.93] loss=1.40 avg=1.40\n", "[734 | 1168.37] loss=1.43 avg=1.40\n", "[735 | 1169.85] loss=1.44 avg=1.40\n", "[736 | 1171.28] loss=1.30 avg=1.40\n", "[737 | 1172.72] loss=1.49 avg=1.40\n", "[738 | 1174.15] loss=1.37 avg=1.40\n", "[739 | 1175.58] loss=1.28 avg=1.40\n", "[740 | 1177.01] loss=1.39 avg=1.40\n", "[741 | 1178.44] loss=1.43 avg=1.40\n", "[742 | 1179.87] loss=1.39 avg=1.40\n", "[743 | 1181.30] loss=1.38 avg=1.40\n", "[744 | 1182.73] loss=1.40 avg=1.40\n", "[745 | 1184.16] loss=1.37 avg=1.40\n", "[746 | 1185.59] loss=1.43 avg=1.40\n", "[747 | 1187.02] loss=1.41 avg=1.40\n", "[748 | 1188.45] loss=1.48 avg=1.40\n", "[749 | 1189.88] loss=1.47 avg=1.40\n", "[750 | 1191.32] loss=1.30 avg=1.40\n", "[751 | 1192.75] loss=1.43 avg=1.40\n", "[752 | 1194.18] loss=1.37 avg=1.40\n", "[753 | 1195.61] loss=1.35 avg=1.40\n", "[754 | 1197.04] loss=1.30 avg=1.40\n", "[755 | 1198.47] loss=1.37 avg=1.40\n", "[756 | 1199.89] loss=1.46 avg=1.40\n", "[757 | 1201.32] loss=1.48 avg=1.40\n", "[758 | 1202.75] loss=1.35 avg=1.40\n", "[759 | 1204.19] loss=1.38 avg=1.40\n", "[760 | 1205.62] loss=1.34 avg=1.40\n", "[761 | 1207.05] loss=1.45 avg=1.40\n", "[762 | 1208.48] loss=1.42 avg=1.40\n", "[763 | 1209.91] loss=1.44 avg=1.40\n", "[764 | 1211.34] loss=1.37 avg=1.40\n", "[765 | 1212.77] loss=1.28 avg=1.40\n", "[766 | 1214.21] loss=1.32 avg=1.40\n", "[767 | 1215.64] loss=1.43 avg=1.40\n", "[768 | 1217.07] loss=1.37 avg=1.40\n", "[769 | 1218.50] loss=1.28 avg=1.40\n", "[770 | 1219.93] loss=1.35 avg=1.39\n", "[771 | 1221.36] loss=1.37 avg=1.39\n", "[772 | 1222.79] loss=1.41 avg=1.39\n", "[773 | 1224.21] loss=1.32 avg=1.39\n", "[774 | 1225.64] loss=1.36 avg=1.39\n", "[775 | 1227.07] loss=1.39 avg=1.39\n", "[776 | 1228.50] loss=1.37 avg=1.39\n", "[777 | 1229.93] loss=1.43 avg=1.39\n", "[778 | 1231.36] loss=1.34 avg=1.39\n", "[779 | 1232.79] loss=1.29 avg=1.39\n", "[780 | 1234.22] loss=1.36 avg=1.39\n", "[781 | 1235.64] loss=1.33 avg=1.39\n", "[782 | 1237.07] loss=1.43 avg=1.39\n", "[783 | 1238.50] loss=1.21 avg=1.39\n", "[784 | 1239.93] loss=1.34 avg=1.39\n", "[785 | 1241.36] loss=1.41 avg=1.39\n", "[786 | 1242.79] loss=1.42 avg=1.39\n", "[787 | 1244.22] loss=1.34 avg=1.39\n", "[788 | 1245.65] loss=1.40 avg=1.39\n", "[789 | 1247.07] loss=1.37 avg=1.39\n", "[790 | 1248.49] loss=1.29 avg=1.39\n", "[791 | 1249.92] loss=1.39 avg=1.39\n", "[792 | 1251.35] loss=1.34 avg=1.39\n", "[793 | 1252.78] loss=1.33 avg=1.39\n", "[794 | 1254.21] loss=1.46 avg=1.39\n", "[795 | 1255.64] loss=1.31 avg=1.39\n", "[796 | 1257.06] loss=1.33 avg=1.39\n", "[797 | 1258.49] loss=1.21 avg=1.38\n", "[798 | 1259.92] loss=1.26 avg=1.38\n", "[799 | 1261.34] loss=1.46 avg=1.38\n", "[800 | 1262.77] loss=1.26 avg=1.38\n", "======== SAMPLE 1 ========\n", "1 large onion, chopped\n", "4 eggs\n", "2 c. milk\n", "1 c. sugar\n", "1 tsp. salt\n", "2/3 c. butter or oleo\n", "1 c. flour\n", "1 tsp. baking powder\n", "DIRECTIONS\n", "Cook onion (5 minutes). Put eggs, one at a time in a saucepan over low heat and bring to a boil.\n", "Add flour, salt, butter, and baking powder.\n", "Heat until light.\n", "Mix milk and sugar together.\n", "Cool mixture.\n", "Let set in refrigerator and then add to first mixture.\n", "TITLE\n", "Coconut Crisp\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 small pkg. egg noodles (2 lb.)\n", "1 pt. mayonnaise\n", "3/4 c. chopped celery\n", "1/2 c. chopped onion\n", "1 c. brown sugar\n", "1/2 c. chopped nuts\n", "1 can cream of chicken soup\n", "1/2 c. rice\n", "DIRECTIONS\n", "Melt margarine, add onion and celery, brown sugar and nuts.\n", "Put all ingredients from soup in large saucepan and bring to a boil.\n", "Simmer, uncovered, 5 or 6 hours.\n", "Serves 4 to 6.\n", "TITLE\n", "Nimrod Dressing\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1/2 c. water\n", "2 Tbsp. oil\n", "2 c. cooked chicken\n", "7 to 8 small white mushrooms, sliced\n", "DIRECTIONS\n", "Mix the water with oil and cook until heated to boiling.\n", "Saute mushrooms in 2 tablespoons of water.\n", "Add the mushrooms and chicken.\n", "Mix well.\n", "Place in shallow pan.\n", "Bake at 350\\u00b0 for 1 hour or until meat is done.\n", "TITLE\n", "Chicken Pot Pie\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 cup flour\n", "1/2 teaspoon salt\n", "1/2 teaspoon onion salt\n", "1/2 teaspoon oregano salt\n", "1/4 teaspoon garlic powder\n", "1 tablespoon margarine\n", "2 whole eggs\n", "1 cup granulated sugar\n", "1/2 teaspoon chili powder\n", "1 teaspoon brown sugar\n", "1 cup coconut\n", "DIRECTIONS\n", "Mix dry ingredients with 1/2 teaspoon margarine as well.\n", "Put in 2 1/2 cup shallow dish sprayed with Pam. Fill with 1 cup warm water until all liquid evaporates.\n", "Cook on High for 20 minutes.\n", "TITLE\n", "Coconut Delight\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 (10 1/2 oz. pkg.) sq. unsweetened chocolate\n", "3 1/2 c. cold milk\n", "4 c. sugar\n", "6 egg whites\n", "1 1/2 tsp. vanilla\n", "1 cup Hershey chocolate candy flakes (optional)\n", "DIRECTIONS\n", "In a large bowl, melt chocolate. Stir in cold milk.\n", "Pour chocolate mixture into a 9-inch pie plate.\n", "Top with candy flakes.\n", "Let set 5 minutes.\n", "Serve immediately.\n", "Good with cake or a sweetened whipped topping like vanilla.\n", "TITLE\n", "Chocolate Squares\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. cold milk\n", "2 sticks margarine\n", "1 qt. strawberries\n", "1 c. pecan halves\n", "DIRECTIONS\n", "Measure milk into large bowl.\n", "Pour over strawberries.\n", "Mix margarine with milk.\n", "Put in small pans.\n", "Add dry ingredients.\n", "Pour over strawberries.\n", "Sprinkle with nuts.\n", "Bake at 400\\u00b0 for 1 hour.\n", "TITLE\n", "Strawberry Bundles\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1/2 lb. butter\n", "1 c. sugar\n", "2 3/4 c. oatmeal\n", "3/4 c. peanut butter\n", "4 Tbsp. water\n", "3/4 c. peanut butter\n", "2 tsp. vanilla\n", "DIRECTIONS\n", "Cream butter, sugar, water and peanut butter.\n", "Add rest of ingredients.\n", "Pour into greased baking pan.\n", "Bake at 350\\u00b0 about 45 minutes.\n", "TITLE\n", "Peanut Butter Brownies\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. plain flour\n", "2 c. sugar\n", "4 Tbsp. cocoa\n", "1/4 c. vinegar\n", "3/4 c. vegetable oil\n", "4 tsp. soda\n", "2 tsp. vanilla\n", "2 tsp. salt\n", "1 tsp. cinnamon\n", "1 c. coarse bread crumbs\n", "1 large can crushed pineapple (undrained or can be added)\n", "1 (5 3/4\n", "\n", "[801 | 1278.03] loss=1.36 avg=1.38\n", "[802 | 1279.45] loss=1.37 avg=1.38\n", "[803 | 1280.86] loss=1.37 avg=1.38\n", "[804 | 1282.26] loss=1.28 avg=1.38\n", "[805 | 1283.68] loss=1.38 avg=1.38\n", "[806 | 1285.09] loss=1.29 avg=1.38\n", "[807 | 1286.51] loss=1.35 avg=1.38\n", "[808 | 1287.93] loss=1.36 avg=1.38\n", "[809 | 1289.36] loss=1.46 avg=1.38\n", "[810 | 1290.77] loss=1.31 avg=1.38\n", "[811 | 1292.20] loss=1.44 avg=1.38\n", "[812 | 1293.62] loss=1.41 avg=1.38\n", "[813 | 1295.04] loss=1.39 avg=1.38\n", "[814 | 1296.46] loss=1.44 avg=1.38\n", "[815 | 1297.89] loss=1.44 avg=1.38\n", "[816 | 1299.31] loss=1.35 avg=1.38\n", "[817 | 1300.74] loss=1.30 avg=1.38\n", "[818 | 1302.16] loss=1.34 avg=1.38\n", "[819 | 1303.59] loss=1.31 avg=1.38\n", "[820 | 1305.01] loss=1.38 avg=1.38\n", "[821 | 1306.43] loss=1.40 avg=1.38\n", "[822 | 1307.86] loss=1.32 avg=1.38\n", "[823 | 1309.29] loss=1.45 avg=1.38\n", "[824 | 1310.70] loss=1.30 avg=1.38\n", "[825 | 1312.13] loss=1.31 avg=1.38\n", "[826 | 1313.55] loss=1.47 avg=1.38\n", "[827 | 1314.98] loss=1.39 avg=1.38\n", "[828 | 1316.40] loss=1.29 avg=1.38\n", "[829 | 1317.83] loss=1.37 avg=1.38\n", "[830 | 1319.26] loss=1.38 avg=1.38\n", "[831 | 1320.69] loss=1.30 avg=1.38\n", "[832 | 1322.11] loss=1.45 avg=1.38\n", "[833 | 1323.55] loss=1.31 avg=1.38\n", "[834 | 1324.98] loss=1.30 avg=1.38\n", "[835 | 1326.42] loss=1.45 avg=1.38\n", "[836 | 1327.87] loss=1.31 avg=1.38\n", "[837 | 1329.31] loss=1.41 avg=1.38\n", "[838 | 1330.74] loss=1.37 avg=1.38\n", "[839 | 1332.18] loss=1.35 avg=1.38\n", "[840 | 1333.62] loss=1.42 avg=1.38\n", "[841 | 1335.05] loss=1.39 avg=1.38\n", "[842 | 1336.48] loss=1.24 avg=1.38\n", "[843 | 1337.90] loss=1.36 avg=1.38\n", "[844 | 1339.33] loss=1.34 avg=1.38\n", "[845 | 1340.76] loss=1.35 avg=1.38\n", "[846 | 1342.19] loss=1.36 avg=1.38\n", "[847 | 1343.62] loss=1.36 avg=1.38\n", "[848 | 1345.05] loss=1.34 avg=1.38\n", "[849 | 1346.48] loss=1.55 avg=1.38\n", "[850 | 1347.90] loss=1.26 avg=1.38\n", "[851 | 1349.33] loss=1.32 avg=1.38\n", "[852 | 1350.76] loss=1.40 avg=1.38\n", "[853 | 1352.19] loss=1.28 avg=1.37\n", "[854 | 1353.61] loss=1.45 avg=1.38\n", "[855 | 1355.04] loss=1.41 avg=1.38\n", "[856 | 1356.47] loss=1.35 avg=1.38\n", "[857 | 1357.91] loss=1.31 avg=1.37\n", "[858 | 1359.35] loss=1.37 avg=1.37\n", "[859 | 1360.78] loss=1.41 avg=1.38\n", "[860 | 1362.21] loss=1.43 avg=1.38\n", "[861 | 1363.64] loss=1.35 avg=1.38\n", "[862 | 1365.07] loss=1.38 avg=1.38\n", "[863 | 1366.51] loss=1.39 avg=1.38\n", "[864 | 1367.94] loss=1.48 avg=1.38\n", "[865 | 1369.37] loss=1.43 avg=1.38\n", "[866 | 1370.80] loss=1.31 avg=1.38\n", "[867 | 1372.22] loss=1.43 avg=1.38\n", "[868 | 1373.65] loss=1.43 avg=1.38\n", "[869 | 1375.08] loss=1.38 avg=1.38\n", "[870 | 1376.51] loss=1.34 avg=1.38\n", "[871 | 1377.94] loss=1.29 avg=1.38\n", "[872 | 1379.36] loss=1.39 avg=1.38\n", "[873 | 1380.80] loss=1.33 avg=1.38\n", "[874 | 1382.22] loss=1.33 avg=1.38\n", "[875 | 1383.65] loss=1.45 avg=1.38\n", "[876 | 1385.07] loss=1.45 avg=1.38\n", "[877 | 1386.50] loss=1.43 avg=1.38\n", "[878 | 1387.93] loss=1.31 avg=1.38\n", "[879 | 1389.36] loss=1.37 avg=1.38\n", "[880 | 1390.79] loss=1.36 avg=1.38\n", "[881 | 1392.22] loss=1.33 avg=1.38\n", "[882 | 1393.65] loss=1.38 avg=1.38\n", "[883 | 1395.11] loss=1.34 avg=1.38\n", "[884 | 1396.55] loss=1.31 avg=1.38\n", "[885 | 1397.98] loss=1.50 avg=1.38\n", "[886 | 1399.41] loss=1.46 avg=1.38\n", "[887 | 1400.84] loss=1.38 avg=1.38\n", "[888 | 1402.28] loss=1.33 avg=1.38\n", "[889 | 1403.71] loss=1.33 avg=1.38\n", "[890 | 1405.14] loss=1.41 avg=1.38\n", "[891 | 1406.56] loss=1.24 avg=1.38\n", "[892 | 1407.99] loss=1.39 avg=1.38\n", "[893 | 1409.42] loss=1.29 avg=1.37\n", "[894 | 1410.85] loss=1.25 avg=1.37\n", "[895 | 1412.27] loss=1.39 avg=1.37\n", "[896 | 1413.71] loss=1.38 avg=1.37\n", "[897 | 1415.14] loss=1.45 avg=1.37\n", "[898 | 1416.57] loss=1.35 avg=1.37\n", "[899 | 1417.99] loss=1.36 avg=1.37\n", "[900 | 1419.42] loss=1.30 avg=1.37\n", "======== SAMPLE 1 ========\n", " till on top of chicken.\n", "Dot with butter; brown chicken.\n", "Pour off fat.\n", "Place chicken between layers of chicken.\n", "Place on top of chicken.\n", "Mix sugar and salt. Cook at 375\\u00b0 for 1 hour, stirring occasionally.\n", "Bake for 45 minutes.\n", "TITLE\n", "Hot Chicken And Dumplings\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 1/4 c. boiling water\n", "3 Tbsp. cornstarch\n", "2 Tbsp. lemon juice\n", "1 Tbsp. water\n", "3 Tbsp. sugar\n", "pinch of salt\n", "DIRECTIONS\n", "Heat oven to 350\\u00b0.\n", "Add cornstarch, sugar and salt and bake for 35 minutes.\n", "Cool.\n", "When ready to serve, add lemon juice and water.\n", "Return to oven to serve.\n", "Serves 10 to 12.\n", "TITLE\n", "Lemon Slaw\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1/3 c. milk\n", "1/4 c. sugar\n", "2 eggs\n", "1 egg yolk\n", "1/2 tsp. salt\n", "DIRECTIONS\n", "Mix first 2 ingredients in a large bowl.\n", "Add next 2 ingredients and beat well. Fill bowl about 3/8 full with milk and then add next 1/2 of the mixture. Let mixture cool, but don't add sugar. Sprinkle in nutmeg.\n", "Add nutmeg and salt.\n", "Bake until golden in a 400\\u00b0 oven for 1 1/2 hours or until set. Makes 6 servings.\n", "TITLE\n", "Rye Lemon Cake\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. sugar\n", "1 1/2 c. flour\n", "2 tsp. baking soda\n", "1/2 tsp. salt\n", "1/2 c. cocoa\n", "1/4 c. tapioca\n", "1/4 c. buttermilk\n", "1/2 c. Wesson oil\n", "1/4 c. vinegar\n", "DIRECTIONS\n", "In a 2-quart casserole dish, combine sugar, flour and baking soda; stir over medium heat to blend. Stir in cocoa; cook on high 3 minutes. Stir in buttermilk and vinegar. Cover and cook on medium 3 minutes.\n", "TITLE\n", "Overnight Biscuits\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 medium onion, chopped fine\n", "4 slices bacon, cut fine\n", "1/2 c. water\n", "1/2 c. vinegar\n", "1 c. sugar, divided\n", "2 eggs\n", "DIRECTIONS\n", "Cook onion in a large fat frypan until brown.\n", "Do not boil.\n", "Remove from heat.\n", "Combine next 5 ingredients, add 2 more eggs and salt.\n", "Add to onions, stirring and mix thoroughly with spoon.\n", "Pour 1 tablespoon mixture in buttered casserole dish. Sprinkle dry ingredients over crumbs, then pour on eggs.\n", "Bake at 350\\u00b0 for 20 to 25 minutes.\n", "Serves 2 to 3.\n", "TITLE\n", "Baked Onion Souffle\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "16 oz. can blueberry jam\n", "2 sticks butter\n", "2 eggs, well beaten\n", "1 1/2 c. sugar\n", "DIRECTIONS\n", "Mix\n", "jello\n", "mixed\n", "with 3 1/2\n", "oz. strawberries.\n", "Let cool and crumble.\n", "Add jam and sugar together and beat with wire whisk.\n", "Makes a soft ball and very hard ball.\n", "It can be mixed real quick and you can put in jars.\n", "TITLE\n", "Jam Mousse\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 box lime jello\n", "grape pods (if possible)\n", "graham crackers\n", "1 stick margarine\n", "DIRECTIONS\n", "Prepare\n", "juice and margarine and spread on cake. Let cool. Add crackers if needed. Cover and bring to a full boil. Cool to lukewarm before removing from lukewarm and add margarine. Stir. If you want, add 1/4 cup melted margarine. Pour over cake. Pour in the refrigerator. Let cool and frost.\n", "TITLE\n", "Cafe Casserole\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "3/4 c. finely chopped onion\n", "1 c. finely sliced celery\n", "1 c. finely chopped green bell pepper\n", "3/4 c. finely chopped carrots\n", "1/4 tsp. salt\n", "1/2 tsp. pepper\n", "1/4 tsp. celery seed\n", "1/4 tsp. Worcestershire\n", "DIRECT\n", "\n", "[901 | 1434.62] loss=1.39 avg=1.37\n", "[902 | 1436.03] loss=1.34 avg=1.37\n", "[903 | 1437.44] loss=1.32 avg=1.37\n", "[904 | 1438.85] loss=1.43 avg=1.37\n", "[905 | 1440.26] loss=1.28 avg=1.37\n", "[906 | 1441.68] loss=1.33 avg=1.37\n", "[907 | 1443.09] loss=1.48 avg=1.37\n", "[908 | 1444.51] loss=1.36 avg=1.37\n", "[909 | 1445.93] loss=1.43 avg=1.37\n", "[910 | 1447.35] loss=1.44 avg=1.37\n", "[911 | 1448.79] loss=1.28 avg=1.37\n", "[912 | 1450.21] loss=1.32 avg=1.37\n", "[913 | 1451.63] loss=1.42 avg=1.37\n", "[914 | 1453.06] loss=1.45 avg=1.37\n", "[915 | 1454.48] loss=1.41 avg=1.37\n", "[916 | 1455.91] loss=1.42 avg=1.37\n", "[917 | 1457.33] loss=1.35 avg=1.37\n", "[918 | 1458.76] loss=1.33 avg=1.37\n", "[919 | 1460.18] loss=1.44 avg=1.37\n", "[920 | 1461.61] loss=1.41 avg=1.37\n", "[921 | 1463.04] loss=1.39 avg=1.37\n", "[922 | 1464.47] loss=1.45 avg=1.38\n", "[923 | 1465.89] loss=1.37 avg=1.38\n", "[924 | 1467.31] loss=1.32 avg=1.38\n", "[925 | 1468.74] loss=1.32 avg=1.37\n", "[926 | 1470.17] loss=1.39 avg=1.37\n", "[927 | 1471.60] loss=1.33 avg=1.37\n", "[928 | 1473.02] loss=1.32 avg=1.37\n", "[929 | 1474.45] loss=1.46 avg=1.37\n", "[930 | 1475.88] loss=1.33 avg=1.37\n", "[931 | 1477.31] loss=1.40 avg=1.37\n", "[932 | 1478.73] loss=1.32 avg=1.37\n", "[933 | 1480.16] loss=1.29 avg=1.37\n", "[934 | 1481.60] loss=1.30 avg=1.37\n", "[935 | 1483.03] loss=1.42 avg=1.37\n", "[936 | 1484.46] loss=1.28 avg=1.37\n", "[937 | 1485.89] loss=1.32 avg=1.37\n", "[938 | 1487.32] loss=1.38 avg=1.37\n", "[939 | 1488.74] loss=1.36 avg=1.37\n", "[940 | 1490.17] loss=1.29 avg=1.37\n", "[941 | 1491.60] loss=1.40 avg=1.37\n", "[942 | 1493.02] loss=1.43 avg=1.37\n", "[943 | 1494.45] loss=1.22 avg=1.37\n", "[944 | 1495.88] loss=1.39 avg=1.37\n", "[945 | 1497.31] loss=1.37 avg=1.37\n", "[946 | 1498.73] loss=1.41 avg=1.37\n", "[947 | 1500.16] loss=1.48 avg=1.37\n", "[948 | 1501.59] loss=1.26 avg=1.37\n", "[949 | 1503.01] loss=1.42 avg=1.37\n", "[950 | 1504.43] loss=1.30 avg=1.37\n", "[951 | 1505.86] loss=1.32 avg=1.37\n", "[952 | 1507.29] loss=1.32 avg=1.37\n", "[953 | 1508.72] loss=1.38 avg=1.37\n", "[954 | 1510.15] loss=1.39 avg=1.37\n", "[955 | 1511.57] loss=1.31 avg=1.37\n", "[956 | 1513.01] loss=1.35 avg=1.37\n", "[957 | 1514.44] loss=1.48 avg=1.37\n", "[958 | 1515.87] loss=1.37 avg=1.37\n", "[959 | 1517.29] loss=1.37 avg=1.37\n", "[960 | 1518.73] loss=1.43 avg=1.37\n", "[961 | 1520.16] loss=1.48 avg=1.37\n", "[962 | 1521.58] loss=1.45 avg=1.37\n", "[963 | 1523.01] loss=1.28 avg=1.37\n", "[964 | 1524.44] loss=1.30 avg=1.37\n", "[965 | 1525.87] loss=1.34 avg=1.37\n", "[966 | 1527.30] loss=1.40 avg=1.37\n", "[967 | 1528.73] loss=1.49 avg=1.37\n", "[968 | 1530.16] loss=1.25 avg=1.37\n", "[969 | 1531.59] loss=1.41 avg=1.37\n", "[970 | 1533.02] loss=1.37 avg=1.37\n", "[971 | 1534.45] loss=1.27 avg=1.37\n", "[972 | 1535.88] loss=1.39 avg=1.37\n", "[973 | 1537.31] loss=1.31 avg=1.37\n", "[974 | 1538.74] loss=1.40 avg=1.37\n", "[975 | 1540.17] loss=1.37 avg=1.37\n", "[976 | 1541.60] loss=1.37 avg=1.37\n", "[977 | 1543.02] loss=1.30 avg=1.37\n", "[978 | 1544.46] loss=1.23 avg=1.37\n", "[979 | 1545.88] loss=1.43 avg=1.37\n", "[980 | 1547.31] loss=1.32 avg=1.37\n", "[981 | 1548.74] loss=1.25 avg=1.37\n", "[982 | 1550.17] loss=1.30 avg=1.37\n", "[983 | 1551.59] loss=1.25 avg=1.36\n", "[984 | 1553.02] loss=1.35 avg=1.36\n", "[985 | 1554.46] loss=1.30 avg=1.36\n", "[986 | 1555.88] loss=1.36 avg=1.36\n", "[987 | 1557.31] loss=1.38 avg=1.36\n", "[988 | 1558.74] loss=1.31 avg=1.36\n", "[989 | 1560.17] loss=1.34 avg=1.36\n", "[990 | 1561.62] loss=1.22 avg=1.36\n", "[991 | 1563.05] loss=1.33 avg=1.36\n", "[992 | 1564.47] loss=1.36 avg=1.36\n", "[993 | 1565.91] loss=1.26 avg=1.36\n", "[994 | 1567.34] loss=1.40 avg=1.36\n", "[995 | 1568.77] loss=1.34 avg=1.36\n", "[996 | 1570.20] loss=1.34 avg=1.36\n", "[997 | 1571.63] loss=1.37 avg=1.36\n", "[998 | 1573.06] loss=1.28 avg=1.36\n", "[999 | 1574.49] loss=1.33 avg=1.36\n", "[1000 | 1575.92] loss=1.31 avg=1.36\n", "Saving Recipe-Creator/weights/run1\\model-1000\n", "======== SAMPLE 1 ========\n", " soup to boiling water; set aside.\n", "Place cornbread in casserole dish.\n", "Combine cornbread and soup; set aside. Place chicken strips on top.\n", "Fold in reserved cornbread and soup.\n", "Season to taste with salt and pepper.\n", "Place strips on top of chicken.\n", "Pour over cornbread strips. Pour remaining soup, soup and croutons onto top.\n", "Bake in preheated 425\\u00b0 oven for 30 minutes or until set and hot and bubbly.\n", "Serve hot.\n", "TITLE\n", "Rice Chicken\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 c. milk\n", "2 sticks margarine\n", "1 c. sugar\n", "6 eggs, separated\n", "1/2 c. plain flour\n", "1 Tbsp. baking powder\n", "DIRECTIONS\n", "Put hot milk in pot and stir. Heat until thick and clear.\n", "Boil 5 minutes but do not boil.\n", "Add sugar and beat vigorously.\n", "Add eggs and beat until thick and clear.\n", "Cut with toothpicks; drop by tablespoon onto waxed paper. Roll in flour and bake at 425\\u00b0 for 8 minutes.\n", "TITLE\n", "Mama'S Pecan Cookies\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. flour (self-rising)\n", "1 1/2 tsp. baking powder\n", "3/4 tsp. salt\n", "DIRECTIONS\n", "Mix ingredients together. Make 2 balls; mix well.\n", "Roll into small balls.\n", "Cut in 1/2-inch pieces and roll into 1/2-inch pieces.\n", "Place in buttered and greased loaf pan.\n", "Bake at 425\\u00b0 for 12 to 14 minutes.\n", "TITLE\n", "Pizza Brownies\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "2 c. self-rising flour\n", "1 c. sugar\n", "1 Tbsp. baking powder\n", "1/4 c. oil\n", "1 c. chopped pecans\n", "DIRECTIONS\n", "Preheat oven to 375\\u00b0.\n", "TITLE\n", "Pecan Wreath Bread\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 c. shortening\n", "1 small can crushed pineapple\n", "1/2 c. sugar\n", "1 c. white or brown sugar\n", "1 Tbsp. cornstarch\n", "1 tsp. mace\n", "1 tsp. vanilla flavoring\n", "3/4 c. boiling water\n", "1 c. chopped nuts\n", "DIRECTIONS\n", "Mix shortening, sugar, pineapple, sugar and cornstarch.\n", "In 4-cup mold, mix drained pineapple, white or brown sugar, white or brown sugar and cornstarch mixture.\n", "Stir remaining ingredients into pineapple mixture.\n", "Stir in remaining nuts (do not spread) if desired.\n", "Pour into mold and chill until firm.\n", "Yields 8 servings.\n", "TITLE\n", "Sugarless Pineapple Salad\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 small carton Cool Whip\n", "powdered chocolate\n", "2 large cans orange raspberries\n", "1 pkg. Oreo cookies with crusts (small)\n", "DIRECTIONS\n", "Melt chocolate with a hand spoon. Add Cool Whip.\n", "Put cookies and raspberries in 9 x 13-inch pan that is lined with crusts or you can use an aluminum foil cookie sheet.\n", "Spread in pan.\n", "Top with 2 pkgs. instant pudding.\n", "TITLE\n", "Orange Julius\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1 (3 oz.) pkg. strawberry jello\n", "1 (5 3/4 oz.) pkg. cranberry sauce\n", "1/3 c. milk\n", "1 tsp. vanilla\n", "DIRECTIONS\n", "Put jello in a saucepan with 1 teaspoon hot water.\n", "Chill.\n", "Pour jello into a serving dish, mixing and putting vanilla.\n", "Cover with 2 small Tbsp. sugar. Pour next 2 cups of jello with remaining jello and mixture.\n", "Add remaining jello and sauce and put in refrigerator until jells for 1 to 2 to 1/2 hour.\n", "TITLE\n", "Sour Cream Jello\n", "<|endoftext|>\n", "<|startoftext|>\n", "INGREDIENTS\n", "1/2 c. cocoa\n", "2/3 c. flour\n", "1/4 c. hot water\n", "2 c. cold milk\n", "2 Tbsp. cocoa or 3 tsp. soda\n", "powdered sugar (optional)\n", "DIRECTIONS\n", "Sift together flour, cocoa, salt, sugar, 2 cups water and 1 cup cocoa.\n", "Add remaining water\n", "\n", "[1001 | 1603.32] loss=1.39 avg=1.36\n", "[1002 | 1604.73] loss=1.30 avg=1.36\n", "Saving Recipe-Creator/weights/run1\\model-1002\n", "WARNING:tensorflow:From C:\\Users\\franz\\.conda\\envs\\Recipe-creator\\lib\\site-packages\\tensorflow_core\\python\\training\\saver.py:963: remove_checkpoint (from tensorflow.python.training.checkpoint_management) is deprecated and will be removed in a future version.\n", "Instructions for updating:\n", "Use standard file APIs to delete files with this prefix.\n" ] } ], "source": [ "gpt2.finetune(sess,\n", " file_path+'.txt',\n", " model_name=model_name,\n", " checkpoint_dir=checkpoint_dir, \n", " steps=1000\n", " ) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# test" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "text = \"\"\"INGREDIENTS\n", "1 mango\n", "2 Chile\n", "DIRECTIONS\n", "\"\"\"" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INGREDIENTS\n", "1 mango\n", "2 Chile\n", "DIRECTIONS\n", "Mix all ingredients together well.\n", "Bake in a 9 x 13-inch pan.\n", "TITLE\n", "Mango Chutney\n", "\n", "====================\n", "INGREDIENTS\n", "1 mango\n", "2 Chile\n", "DIRECTIONS\n", "Drain mango and cut into small pieces.\n", "In blender, stir and puree in small amount of sugar.\n", "Add other ingredients.\n", "Let mixture stand until it is fully dissolved.\n", "Pour in glasses and enjoy.\n", "TITLE\n", "Gooey Mango Jello\n", "\n", "====================\n", "INGREDIENTS\n", "1 mango\n", "2 Chile\n", "DIRECTIONS\n", "Put into jars and seal.\n", "TITLE\n", "Mango Jello\n", "\n", "====================\n" ] } ], "source": [ "gpt2.generate(sess,prefix=text,truncate=sufix,checkpoint_dir=checkpoint_dir,nsamples=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Data Tokeniser" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "ds = pd.read_csv(file_path+'.csv')\n", "df = ds[['ingredients','directions','title']]\n", "titles = df.keys()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "with open(file_path+'.txt', 'w+') as f:\n", " for i, row in df.iterrows():\n", " s=prefix+'\\n'\n", " for x,item in enumerate(row):\n", " s2 = str(item)\n", " s2=re.sub('\\\"\\s?,\\s?\\\"','\\n',s2)\n", " s2=re.sub('\\\"|\\[|\\]','',s2)\n", " s+=titles[x].upper()+'\\n'+s2+'\\n'\n", " s+=sufix+'\\n'\n", " if(i%10000==0):\n", " print(s)\n", " f.write(str(s))\n", " if ((i+1 )% 500000 )==0 :\n", " break\n", "f.close()" ] } ], "metadata": { "interpreter": { "hash": "53fbdc69e3e12c371950068c144423682c30d04ec68c2bd46937202e33e0058d" }, "kernelspec": { "display_name": "Python 3.7.11 ('receta')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.11" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }