Instructions to use ArnavKewalram/bge-small-code-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use ArnavKewalram/bge-small-code-v1 with sentence-transformers:

from sentence_transformers import SentenceTransformer

model = SentenceTransformer("ArnavKewalram/bge-small-code-v1")

sentences = [
    "Sets the global variables $rects and $origRectSpecs",
    "def modify_ranking(tournament):\n    database = TinyDB('db.json')\n    # recuperation de tous les joueurs du tournoi\n    players_table = database.table('players')\n    list_players = get_player_list(tournament)\n    # Modification du rang joueur par joueur\n    for player in list_players:\n        new_ranking = view.modify_ranking_view(player)\n        players_table.update({'Classement': new_ranking}, doc_ids=[player.doc_id])",
    "function setConstants() {\n        const wrapItems = \".image-analysis-wrapper .face-wrap, .image-analysis-wrapper .score-wrap, .image-analysis-wrapper .attribute-wrap, .image-analysis-wrapper .region-block, .image-analysis-wrapper .region-block .word-block .word-wrap\";\n\n        $rects = jQuery(\".image-analysis-wrapper .rectangle\");\n\n        // Iterate over each rectangle and save the width, height, top position,\n        // left position, closest stats block element, and position of the closest\n        // stats block element to an object.  Each object is then added to the \n        // $origRectSpecs array for global use.\n        $origRectSpecs = $rects.map(function () {\n            closestWrapItems = jQuery(this).siblings(wrapItems);\n\n            const stats = closestWrapItems.map(function () {\n                return {\n                    origStatTop: jQuery(this).position().top || parseInt(jQuery(this).css(\"top\")),\n                    origStatLeft: jQuery(this).position().left || parseInt(jQuery(this).css(\"left\"))\n                }\n            })\n\n            return {\n                origRectWidth: jQuery(this).width(),\n                origRectHeight: jQuery(this).height(),\n                origRectTop: jQuery(this).position().top || parseInt(jQuery(this).css(\"top\")), // if the rect is on a tab that is currently not displayed it has a position of 0, so this check gets the css instead so we don't lose the value\n                origRectLeft: jQuery(this).position().left || parseInt(jQuery(this).css(\"left\")),\n                statBlock: closestWrapItems[0],\n                statPosition: stats[0]\n            }\n        })\n    }",
    "reset() {\n\n        // Set the initial crop to match any given fixed aspect ratio (or\n        // default to a square crop 1:1).\n        let aspectRatio = this._initialAspectRatio\n\n        // Calculate the initial crop size such that it fits within the bounds\n        let width = getWidth(this.bounds)\n        let height = getWidth(this.bounds) / aspectRatio\n\n        if (aspectRatio < width / getHeight(this.bounds)) {\n            width = getHeight(this.bounds) * aspectRatio\n            height = getHeight(this.bounds)\n        }\n\n        // Calculate the initial crop position to be central to the bounds\n        const x = (getWidth(this.bounds) - width) / 2\n        const y = (getHeight(this.bounds) - height) / 2\n\n        // Set the region\n        this.region = [\n            [x, y],\n            [x + width, y + height]\n        ]\n    }"
]
embeddings = model.encode(sentences)

similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4]

Notebooks
Google Colab
Kaggle

ArnavKewalram commited on 18 days ago

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