Upload task output 8a247197-0ee8-49c7-bd57-e41262236377
Browse files- .gitattributes +1 -0
- README.md +68 -0
- adapter_config.json +7 -7
- adapter_model.safetensors +3 -0
- checkpoint-1445/README.md +210 -0
- checkpoint-1445/adapter_config.json +42 -0
- checkpoint-1445/adapter_model.safetensors +3 -0
- checkpoint-1445/added_tokens.json +24 -0
- checkpoint-1445/chat_template.jinja +5 -0
- checkpoint-1445/merges.txt +0 -0
- checkpoint-1445/optimizer.pt +3 -0
- checkpoint-1445/rng_state.pth +3 -0
- checkpoint-1445/scheduler.pt +3 -0
- checkpoint-1445/special_tokens_map.json +31 -0
- checkpoint-1445/tokenizer.json +3 -0
- checkpoint-1445/tokenizer_config.json +207 -0
- checkpoint-1445/trainer_state.json +133 -0
- checkpoint-1445/training_args.bin +3 -0
- checkpoint-1445/vocab.json +0 -0
- config.json +1 -16
.gitattributes
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoint-1445/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: transformers
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model_name: app/checkpoints/8a247197-0ee8-49c7-bd57-e41262236377/288cc93b-d3f3-461d-a736-f16001952bfa
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tags:
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- generated_from_trainer
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- grpo
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- axolotl
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- trl
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licence: license
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---
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# Model Card for app/checkpoints/8a247197-0ee8-49c7-bd57-e41262236377/288cc93b-d3f3-461d-a736-f16001952bfa
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This model is a fine-tuned version of [None](https://huggingface.co/None).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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```python
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from transformers import pipeline
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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generator = pipeline("text-generation", model="None", device="cuda")
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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## Training procedure
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This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300).
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### Framework versions
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- TRL: 0.20.0
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- Transformers: 4.55.0
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- Pytorch: 2.7.1+cu128
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- Datasets: 4.0.0
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- Tokenizers: 0.21.4
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## Citations
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Cite GRPO as:
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```bibtex
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@article{zhihong2024deepseekmath,
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title = {{DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models}},
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author = {Zhihong Shao and Peiyi Wang and Qihao Zhu and Runxin Xu and Junxiao Song and Mingchuan Zhang and Y. K. Li and Y. Wu and Daya Guo},
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year = 2024,
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eprint = {arXiv:2402.03300},
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}
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```
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Cite TRL as:
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```bibtex
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@misc{vonwerra2022trl,
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title = {{TRL: Transformer Reinforcement Learning}},
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author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
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year = 2020,
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journal = {GitHub repository},
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publisher = {GitHub},
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howpublished = {\url{https://github.com/huggingface/trl}}
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}
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```
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adapter_config.json
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": null,
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"inference_mode":
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"init_lora_weights": true,
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"layer_replication": null,
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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":
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"lora_bias": false,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"modules_to_save": null,
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"peft_type": "LORA",
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"qalora_group_size": 16,
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"r":
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"up_proj",
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"q_proj",
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"
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"v_proj",
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"k_proj",
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"
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],
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"target_parameters": [],
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"task_type": "CAUSAL_LM",
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": null,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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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": 64,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"modules_to_save": null,
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"peft_type": "LORA",
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"qalora_group_size": 16,
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"o_proj",
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"v_proj",
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"k_proj",
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"gate_proj",
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"up_proj",
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"down_proj"
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],
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"target_parameters": [],
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"task_type": "CAUSAL_LM",
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:57f9a3bd1c180bd7c6d1fc2eae9307d81da64dc3d71f9d0ca073b00c5b8695ef
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size 147770496
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checkpoint-1445/README.md
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---
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base_model: /cache/models/Qwen--Qwen2.5-1.5B
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library_name: peft
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pipeline_tag: text-generation
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tags:
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- axolotl
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- base_model:adapter:/cache/models/Qwen--Qwen2.5-1.5B
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- grpo
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- lora
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- transformers
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- trl
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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]
|
192 |
+
|
193 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
194 |
+
|
195 |
+
[More Information Needed]
|
196 |
+
|
197 |
+
## More Information [optional]
|
198 |
+
|
199 |
+
[More Information Needed]
|
200 |
+
|
201 |
+
## Model Card Authors [optional]
|
202 |
+
|
203 |
+
[More Information Needed]
|
204 |
+
|
205 |
+
## Model Card Contact
|
206 |
+
|
207 |
+
[More Information Needed]
|
208 |
+
### Framework versions
|
209 |
+
|
210 |
+
- PEFT 0.17.0
|
checkpoint-1445/adapter_config.json
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
1 |
+
{
|
2 |
+
"alpha_pattern": {},
|
3 |
+
"auto_mapping": null,
|
4 |
+
"base_model_name_or_path": "/cache/models/Qwen--Qwen2.5-1.5B",
|
5 |
+
"bias": "none",
|
6 |
+
"corda_config": null,
|
7 |
+
"eva_config": null,
|
8 |
+
"exclude_modules": null,
|
9 |
+
"fan_in_fan_out": null,
|
10 |
+
"inference_mode": true,
|
11 |
+
"init_lora_weights": true,
|
12 |
+
"layer_replication": null,
|
13 |
+
"layers_pattern": null,
|
14 |
+
"layers_to_transform": null,
|
15 |
+
"loftq_config": {},
|
16 |
+
"lora_alpha": 64,
|
17 |
+
"lora_bias": false,
|
18 |
+
"lora_dropout": 0.05,
|
19 |
+
"megatron_config": null,
|
20 |
+
"megatron_core": "megatron.core",
|
21 |
+
"modules_to_save": null,
|
22 |
+
"peft_type": "LORA",
|
23 |
+
"qalora_group_size": 16,
|
24 |
+
"r": 32,
|
25 |
+
"rank_pattern": {},
|
26 |
+
"revision": null,
|
27 |
+
"target_modules": [
|
28 |
+
"q_proj",
|
29 |
+
"o_proj",
|
30 |
+
"v_proj",
|
31 |
+
"k_proj",
|
32 |
+
"gate_proj",
|
33 |
+
"up_proj",
|
34 |
+
"down_proj"
|
35 |
+
],
|
36 |
+
"target_parameters": [],
|
37 |
+
"task_type": "CAUSAL_LM",
|
38 |
+
"trainable_token_indices": null,
|
39 |
+
"use_dora": false,
|
40 |
+
"use_qalora": false,
|
41 |
+
"use_rslora": false
|
42 |
+
}
|
checkpoint-1445/adapter_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:57f9a3bd1c180bd7c6d1fc2eae9307d81da64dc3d71f9d0ca073b00c5b8695ef
|
3 |
+
size 147770496
|
checkpoint-1445/added_tokens.json
ADDED
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"</tool_call>": 151658,
|
3 |
+
"<tool_call>": 151657,
|
4 |
+
"<|box_end|>": 151649,
|
5 |
+
"<|box_start|>": 151648,
|
6 |
+
"<|endoftext|>": 151643,
|
7 |
+
"<|file_sep|>": 151664,
|
8 |
+
"<|fim_middle|>": 151660,
|
9 |
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"<|fim_pad|>": 151662,
|
10 |
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"<|fim_prefix|>": 151659,
|
11 |
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"<|fim_suffix|>": 151661,
|
12 |
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"<|im_end|>": 151645,
|
13 |
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"<|im_start|>": 151644,
|
14 |
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"<|image_pad|>": 151655,
|
15 |
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"<|object_ref_end|>": 151647,
|
16 |
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"<|object_ref_start|>": 151646,
|
17 |
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"<|quad_end|>": 151651,
|
18 |
+
"<|quad_start|>": 151650,
|
19 |
+
"<|repo_name|>": 151663,
|
20 |
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"<|video_pad|>": 151656,
|
21 |
+
"<|vision_end|>": 151653,
|
22 |
+
"<|vision_pad|>": 151654,
|
23 |
+
"<|vision_start|>": 151652
|
24 |
+
}
|
checkpoint-1445/chat_template.jinja
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>
|
2 |
+
|
3 |
+
'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>
|
4 |
+
|
5 |
+
' }}{% endif %}
|
checkpoint-1445/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-1445/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:d48697a5b51d561c2f9fe9e4467803c94e70185ceae88a5eb593e307bbea4dc3
|
3 |
+
size 75472901
|
checkpoint-1445/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:aa1a221e72a20ea9790d3b104dd8634ada21d9b48c384601c6f6b939c8bffaae
|
3 |
+
size 14645
|
checkpoint-1445/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:7dd1ad22d6f0dd5ca3df3de86c9bceaca1548f94561f451675d227717a6be0f5
|
3 |
+
size 1465
|
checkpoint-1445/special_tokens_map.json
ADDED
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
1 |
+
{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"<|im_start|>",
|
4 |
+
"<|im_end|>",
|
5 |
+
"<|object_ref_start|>",
|
6 |
+
"<|object_ref_end|>",
|
7 |
+
"<|box_start|>",
|
8 |
+
"<|box_end|>",
|
9 |
+
"<|quad_start|>",
|
10 |
+
"<|quad_end|>",
|
11 |
+
"<|vision_start|>",
|
12 |
+
"<|vision_end|>",
|
13 |
+
"<|vision_pad|>",
|
14 |
+
"<|image_pad|>",
|
15 |
+
"<|video_pad|>"
|
16 |
+
],
|
17 |
+
"eos_token": {
|
18 |
+
"content": "<|endoftext|>",
|
19 |
+
"lstrip": false,
|
20 |
+
"normalized": false,
|
21 |
+
"rstrip": false,
|
22 |
+
"single_word": false
|
23 |
+
},
|
24 |
+
"pad_token": {
|
25 |
+
"content": "<|endoftext|>",
|
26 |
+
"lstrip": false,
|
27 |
+
"normalized": false,
|
28 |
+
"rstrip": false,
|
29 |
+
"single_word": false
|
30 |
+
}
|
31 |
+
}
|
checkpoint-1445/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:5eee858c5123a4279c3e1f7b81247343f356ac767940b2692a928ad929543214
|
3 |
+
size 11422063
|
checkpoint-1445/tokenizer_config.json
ADDED
@@ -0,0 +1,207 @@
|
|
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|
1 |
+
{
|
2 |
+
"add_bos_token": false,
|
3 |
+
"add_prefix_space": false,
|
4 |
+
"added_tokens_decoder": {
|
5 |
+
"151643": {
|
6 |
+
"content": "<|endoftext|>",
|
7 |
+
"lstrip": false,
|
8 |
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"normalized": false,
|
9 |
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"rstrip": false,
|
10 |
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"single_word": false,
|
11 |
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"special": true
|
12 |
+
},
|
13 |
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"151644": {
|
14 |
+
"content": "<|im_start|>",
|
15 |
+
"lstrip": false,
|
16 |
+
"normalized": false,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false,
|
19 |
+
"special": true
|
20 |
+
},
|
21 |
+
"151645": {
|
22 |
+
"content": "<|im_end|>",
|
23 |
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"lstrip": false,
|
24 |
+
"normalized": false,
|
25 |
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"rstrip": false,
|
26 |
+
"single_word": false,
|
27 |
+
"special": true
|
28 |
+
},
|
29 |
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"151646": {
|
30 |
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"content": "<|object_ref_start|>",
|
31 |
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"lstrip": false,
|
32 |
+
"normalized": false,
|
33 |
+
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|
34 |
+
"single_word": false,
|
35 |
+
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|
36 |
+
},
|
37 |
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"151647": {
|
38 |
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"content": "<|object_ref_end|>",
|
39 |
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|
40 |
+
"normalized": false,
|
41 |
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|
42 |
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|
43 |
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|
44 |
+
},
|
45 |
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"151648": {
|
46 |
+
"content": "<|box_start|>",
|
47 |
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"lstrip": false,
|
48 |
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"normalized": false,
|
49 |
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|
50 |
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|
51 |
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|
52 |
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},
|
53 |
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"151649": {
|
54 |
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"content": "<|box_end|>",
|
55 |
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|
56 |
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"normalized": false,
|
57 |
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"rstrip": false,
|
58 |
+
"single_word": false,
|
59 |
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"special": true
|
60 |
+
},
|
61 |
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"151650": {
|
62 |
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"content": "<|quad_start|>",
|
63 |
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"lstrip": false,
|
64 |
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"normalized": false,
|
65 |
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"rstrip": false,
|
66 |
+
"single_word": false,
|
67 |
+
"special": true
|
68 |
+
},
|
69 |
+
"151651": {
|
70 |
+
"content": "<|quad_end|>",
|
71 |
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"lstrip": false,
|
72 |
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"normalized": false,
|
73 |
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|
74 |
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"single_word": false,
|
75 |
+
"special": true
|
76 |
+
},
|
77 |
+
"151652": {
|
78 |
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"content": "<|vision_start|>",
|
79 |
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|
80 |
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"normalized": false,
|
81 |
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|
82 |
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"single_word": false,
|
83 |
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"special": true
|
84 |
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},
|
85 |
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"151653": {
|
86 |
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"content": "<|vision_end|>",
|
87 |
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|
88 |
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"normalized": false,
|
89 |
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"rstrip": false,
|
90 |
+
"single_word": false,
|
91 |
+
"special": true
|
92 |
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},
|
93 |
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"151654": {
|
94 |
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"content": "<|vision_pad|>",
|
95 |
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|
96 |
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"normalized": false,
|
97 |
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"rstrip": false,
|
98 |
+
"single_word": false,
|
99 |
+
"special": true
|
100 |
+
},
|
101 |
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"151655": {
|
102 |
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"content": "<|image_pad|>",
|
103 |
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|
104 |
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"normalized": false,
|
105 |
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"rstrip": false,
|
106 |
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"single_word": false,
|
107 |
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"special": true
|
108 |
+
},
|
109 |
+
"151656": {
|
110 |
+
"content": "<|video_pad|>",
|
111 |
+
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|
112 |
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"normalized": false,
|
113 |
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"rstrip": false,
|
114 |
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|
115 |
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"special": true
|
116 |
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},
|
117 |
+
"151657": {
|
118 |
+
"content": "<tool_call>",
|
119 |
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"lstrip": false,
|
120 |
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"normalized": false,
|
121 |
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|
122 |
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|
123 |
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"special": false
|
124 |
+
},
|
125 |
+
"151658": {
|
126 |
+
"content": "</tool_call>",
|
127 |
+
"lstrip": false,
|
128 |
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"normalized": false,
|
129 |
+
"rstrip": false,
|
130 |
+
"single_word": false,
|
131 |
+
"special": false
|
132 |
+
},
|
133 |
+
"151659": {
|
134 |
+
"content": "<|fim_prefix|>",
|
135 |
+
"lstrip": false,
|
136 |
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"normalized": false,
|
137 |
+
"rstrip": false,
|
138 |
+
"single_word": false,
|
139 |
+
"special": false
|
140 |
+
},
|
141 |
+
"151660": {
|
142 |
+
"content": "<|fim_middle|>",
|
143 |
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"lstrip": false,
|
144 |
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"normalized": false,
|
145 |
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"rstrip": false,
|
146 |
+
"single_word": false,
|
147 |
+
"special": false
|
148 |
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},
|
149 |
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"151661": {
|
150 |
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"content": "<|fim_suffix|>",
|
151 |
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|
152 |
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"normalized": false,
|
153 |
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|
154 |
+
"single_word": false,
|
155 |
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|
156 |
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},
|
157 |
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"151662": {
|
158 |
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"content": "<|fim_pad|>",
|
159 |
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|
160 |
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"normalized": false,
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