Feature Extraction
sentence-transformers
ONNX
Safetensors
English
code
roberta
python
code-search
code-embeddings
unixcoder
matryoshka
mteb
Eval Results (legacy)
text-embeddings-inference
Instructions to use divakantpandey/code-embed with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use divakantpandey/code-embed with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("divakantpandey/code-embed") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
fix: strictly cap max_seq_length and model_max_length to 8192 for RoBERTa position embeddings
Browse files- backbone/tokenizer.json +0 -0
- backbone/tokenizer_config.json +24 -0
- code_embed_config.json +1 -1
- projection_head.pt +1 -1
- pycode_embed_config.json +1 -1
- sentence_bert_config.json +9 -8
- tokenizer.json +6 -1
- tokenizer_config.json +2 -2
backbone/tokenizer.json
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backbone/tokenizer_config.json
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{
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"add_prefix_space": false,
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"backend": "tokenizers",
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"is_local": true,
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"local_files_only": false,
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"mask_token": "<mask>",
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"max_length": 8192,
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"model_max_length": 8192,
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"pad_to_multiple_of": null,
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"pad_token": "<pad>",
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"pad_token_type_id": 0,
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"padding_side": "right",
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"sep_token": "</s>",
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"stride": 0,
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "<unk>"
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}
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code_embed_config.json
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{
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"base_model_name_or_path": "
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"backbone_hidden_size": 768,
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"embedding_dim": 1536,
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"projection_hidden_dim": 1536,
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{
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"base_model_name_or_path": "outputs/best_model/backbone",
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"backbone_hidden_size": 768,
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"embedding_dim": 1536,
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"projection_hidden_dim": 1536,
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projection_head.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 14170669
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version https://git-lfs.github.com/spec/v1
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oid sha256:617dd6118c979066054e8ac303613370c9553c869c440d3c7336416854325c6d
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size 14170669
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pycode_embed_config.json
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{
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"base_model_name_or_path": "
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"backbone_hidden_size": 768,
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"embedding_dim": 1536,
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"projection_hidden_dim": 1536,
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{
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"base_model_name_or_path": "outputs/best_model/backbone",
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"backbone_hidden_size": 768,
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"embedding_dim": 1536,
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"projection_hidden_dim": 1536,
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sentence_bert_config.json
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{
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"transformer_task": "feature-extraction",
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"modality_config": {
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"text": {
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"method": "forward",
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"method_output_name": "last_hidden_state"
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}
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},
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"module_output_name": "token_embeddings",
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"max_seq_length": 8192
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}
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tokenizer.json
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{
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"version": "1.0",
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"truncation":
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"padding": {
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"strategy": "BatchLongest",
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"direction": "Right",
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{
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"version": "1.0",
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"truncation": {
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"direction": "Right",
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"max_length": 8192,
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"strategy": "LongestFirst",
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"stride": 0
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},
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"padding": {
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"strategy": "BatchLongest",
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"direction": "Right",
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tokenizer_config.json
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"local_files_only": false,
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"mask_token": "<mask>",
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"max_length": 8192,
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"model_max_length":
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"pad_to_multiple_of": null,
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"pad_token": "<pad>",
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"pad_token_type_id": 0,
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "<unk>"
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}
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"local_files_only": false,
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"mask_token": "<mask>",
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"max_length": 8192,
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"model_max_length": 8192,
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"pad_to_multiple_of": null,
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"pad_token": "<pad>",
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"pad_token_type_id": 0,
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "<unk>"
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}
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