Training in progress, epoch 1, checkpoint
Browse files- checkpoint-36046/README.md +202 -0
- checkpoint-36046/adapter_config.json +33 -0
- checkpoint-36046/adapter_model.safetensors +3 -0
- checkpoint-36046/merges.txt +0 -0
- checkpoint-36046/optimizer.pt +3 -0
- checkpoint-36046/rng_state.pth +3 -0
- checkpoint-36046/scheduler.pt +3 -0
- checkpoint-36046/special_tokens_map.json +15 -0
- checkpoint-36046/tokenizer.json +0 -0
- checkpoint-36046/tokenizer_config.json +57 -0
- checkpoint-36046/trainer_state.json +57 -0
- checkpoint-36046/training_args.bin +3 -0
- checkpoint-36046/vocab.json +0 -0
checkpoint-36046/README.md
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---
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base_model: FacebookAI/roberta-large
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library_name: peft
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---
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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## Model Details
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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- **Developed by:** [More Information Needed]
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- **Funded by [optional]:** [More Information Needed]
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- **Shared by [optional]:** [More Information Needed]
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- **Model type:** [More Information Needed]
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- **Language(s) (NLP):** [More Information Needed]
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- **License:** [More Information Needed]
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- **Finetuned from model [optional]:** [More Information Needed]
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### Model Sources [optional]
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<!-- Provide the basic links for the model. -->
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- **Repository:** [More Information Needed]
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- **Paper [optional]:** [More Information Needed]
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- **Demo [optional]:** [More Information Needed]
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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### Direct Use
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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[More Information Needed]
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### Downstream Use [optional]
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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[More Information Needed]
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### Out-of-Scope Use
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<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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[More Information Needed]
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## Bias, Risks, and Limitations
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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[More Information Needed]
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### Recommendations
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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## How to Get Started with the Model
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Use the code below to get started with the model.
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[More Information Needed]
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## Training Details
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### Training Data
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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[More Information Needed]
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### Training Procedure
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<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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#### Preprocessing [optional]
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[More Information Needed]
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#### Training Hyperparameters
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- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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#### Speeds, Sizes, Times [optional]
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<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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[More Information Needed]
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## Evaluation
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<!-- This section describes the evaluation protocols and provides the results. -->
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### Testing Data, Factors & Metrics
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#### Testing Data
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<!-- This should link to a Dataset Card if possible. -->
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[More Information Needed]
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#### Factors
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<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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[More Information Needed]
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#### Metrics
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<!-- These are the evaluation metrics being used, ideally with a description of why. -->
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[More Information Needed]
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### Results
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[More Information Needed]
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#### Summary
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## Model Examination [optional]
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<!-- Relevant interpretability work for the model goes here -->
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[More Information Needed]
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## Environmental Impact
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<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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- **Hardware Type:** [More Information Needed]
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- **Hours used:** [More Information Needed]
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- **Cloud Provider:** [More Information Needed]
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- **Compute Region:** [More Information Needed]
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- **Carbon Emitted:** [More Information Needed]
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## Technical Specifications [optional]
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### Model Architecture and Objective
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[More Information Needed]
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### Compute Infrastructure
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[More Information Needed]
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#### Hardware
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[More Information Needed]
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#### Software
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[More Information Needed]
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## Citation [optional]
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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**BibTeX:**
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[More Information Needed]
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**APA:**
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[More Information Needed]
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## Glossary [optional]
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<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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[More Information Needed]
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## More Information [optional]
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[More Information Needed]
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## Model Card Authors [optional]
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[More Information Needed]
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## Model Card Contact
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[More Information Needed]
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### Framework versions
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- PEFT 0.9.0
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checkpoint-36046/adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "FacebookAI/roberta-large",
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"bias": "all",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": [
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"classifier.bias",
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"classifier.weight"
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],
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"peft_type": "LORA",
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"r": 64,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"dense",
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"key",
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"query",
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"value"
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],
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"task_type": "TOKEN_CLS",
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"use_dora": false,
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"use_rslora": false
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}
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checkpoint-36046/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:31d7d01b4c1250dc1886c4123cdf4c7c530ff9701ab61a2d64ab5d92e5049c44
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size 114935736
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checkpoint-36046/merges.txt
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checkpoint-36046/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f59cb295b339bfd5c2ceb9bad30d2ece4d084689ac21ce53c785aaeafaa2469b
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size 230134843
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checkpoint-36046/rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfb3b9cfc6296847df37aed9a45f7dde063d5bd2566edccb5efd5c3da71efcd7
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size 14244
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checkpoint-36046/scheduler.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:251ef6e95216d967fc80ec3ed5a9162ecda970e382c8f97fb10bc63083b0cab9
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size 1064
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checkpoint-36046/special_tokens_map.json
ADDED
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{
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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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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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checkpoint-36046/tokenizer.json
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checkpoint-36046/tokenizer_config.json
ADDED
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{
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"add_prefix_space": true,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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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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"1": {
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"content": "<pad>",
|
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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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"2": {
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"content": "</s>",
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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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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
|
32 |
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"rstrip": false,
|
33 |
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"single_word": false,
|
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"special": true
|
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},
|
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"50264": {
|
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"content": "<mask>",
|
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"lstrip": true,
|
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"normalized": false,
|
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"rstrip": false,
|
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"single_word": false,
|
42 |
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"special": true
|
43 |
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}
|
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},
|
45 |
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"bos_token": "<s>",
|
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"clean_up_tokenization_spaces": true,
|
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"cls_token": "<s>",
|
48 |
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"eos_token": "</s>",
|
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"errors": "replace",
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"mask_token": "<mask>",
|
51 |
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"model_max_length": 512,
|
52 |
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"pad_token": "<pad>",
|
53 |
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"sep_token": "</s>",
|
54 |
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"tokenizer_class": "RobertaTokenizer",
|
55 |
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"trim_offsets": true,
|
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"unk_token": "<unk>"
|
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}
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checkpoint-36046/trainer_state.json
ADDED
@@ -0,0 +1,57 @@
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|
1 |
+
{
|
2 |
+
"best_metric": 0.23480436205863953,
|
3 |
+
"best_model_checkpoint": "ontonotes_roberta-large-v2/checkpoint-36046",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 36046,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"grad_norm": 2.8596975803375244,
|
14 |
+
"learning_rate": 1.960019974477057e-05,
|
15 |
+
"loss": 0.3672,
|
16 |
+
"step": 36046
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_loss": 0.23480436205863953,
|
21 |
+
"eval_runtime": 162.404,
|
22 |
+
"eval_samples_per_second": 164.497,
|
23 |
+
"eval_steps_per_second": 20.566,
|
24 |
+
"step": 36046
|
25 |
+
}
|
26 |
+
],
|
27 |
+
"logging_steps": 500,
|
28 |
+
"max_steps": 1802300,
|
29 |
+
"num_input_tokens_seen": 0,
|
30 |
+
"num_train_epochs": 50,
|
31 |
+
"save_steps": 500,
|
32 |
+
"stateful_callbacks": {
|
33 |
+
"EarlyStoppingCallback": {
|
34 |
+
"args": {
|
35 |
+
"early_stopping_patience": 5,
|
36 |
+
"early_stopping_threshold": 0.0
|
37 |
+
},
|
38 |
+
"attributes": {
|
39 |
+
"early_stopping_patience_counter": 0
|
40 |
+
}
|
41 |
+
},
|
42 |
+
"TrainerControl": {
|
43 |
+
"args": {
|
44 |
+
"should_epoch_stop": false,
|
45 |
+
"should_evaluate": false,
|
46 |
+
"should_log": false,
|
47 |
+
"should_save": true,
|
48 |
+
"should_training_stop": false
|
49 |
+
},
|
50 |
+
"attributes": {}
|
51 |
+
}
|
52 |
+
},
|
53 |
+
"total_flos": 3.4632124790568624e+16,
|
54 |
+
"train_batch_size": 8,
|
55 |
+
"trial_name": null,
|
56 |
+
"trial_params": null
|
57 |
+
}
|
checkpoint-36046/training_args.bin
ADDED
@@ -0,0 +1,3 @@
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:b17381810a265fd7c61ef4b096c3766f92ccffd2d562767a21088b5b22ad8753
|
3 |
+
size 5240
|
checkpoint-36046/vocab.json
ADDED
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See raw diff
|
|