Pushing model, tokenizer and model card
Browse files- README.md +33 -0
- config.json +60 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +5 -0
- tokenizer.json +0 -0
- tokenizer_config.json +20 -0
- vocab.json +0 -0
README.md
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---
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library_name: transformers
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license: mit
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language:
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- en
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metrics:
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- f1
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- precision
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- recall
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base_model:
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- gpt2-xl
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pipeline_tag: text-classification
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---
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# GPT-2 xl for classifying code comments (multi-label)
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This model classifies comments in Pharo code as 'keyimplementationpoints', 'example', 'responsibilities', 'classreferences', 'intent', 'keymessages' or 'collaborators'.
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- **Developed by:** Fabian C. Peña, Steffen Herbold
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- **Finetuned from:** [gpt2-xl](https://huggingface.co/gpt2-xl)
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- **Replication kit:** [https://github.com/aieng-lab/senlp-benchmark](https://github.com/aieng-lab/senlp-benchmark)
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- **Language:** English
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- **License:** MIT
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## Citation
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```
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@misc{pena2025benchmark,
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author = {Fabian Peña and Steffen Herbold},
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title = {Evaluating Large Language Models on Non-Code Software Engineering Tasks},
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year = {2025}
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}
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```
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config.json
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{
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"_name_or_path": "gpt2-xl",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2ForSequenceClassification"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6"
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},
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"initializer_range": 0.02,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5,
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"LABEL_6": 6
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},
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 1600,
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"n_head": 25,
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"n_inner": null,
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"n_layer": 48,
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"n_positions": 1024,
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"output_past": true,
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"pad_token_id": 50256,
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"problem_type": "multi_label_classification",
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"torch_dtype": "bfloat16",
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"transformers_version": "4.48.3",
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"use_cache": true,
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"vocab_size": 50257
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c697054eeea0a5daa297162dc1072dc61afb99c24b160697eedb6e3ca13a9de4
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size 3115306192
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special_tokens_map.json
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{
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"unk_token": "<|endoftext|>"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"50256": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<|endoftext|>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|endoftext|>",
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"extra_special_tokens": {},
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"model_max_length": 1024,
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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vocab.json
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