Upload Qwen3-4B fine-tuned on xlam-function-calling dataset
Browse files- .gitattributes +2 -0
- checkpoint-840/README.md +209 -0
- checkpoint-840/adapter_config.json +42 -0
- checkpoint-840/adapter_model.safetensors +3 -0
- checkpoint-840/added_tokens.json +28 -0
- checkpoint-840/chat_template.jinja +8 -0
- checkpoint-840/merges.txt +0 -0
- checkpoint-840/optimizer.pt +3 -0
- checkpoint-840/rng_state.pth +3 -0
- checkpoint-840/scaler.pt +3 -0
- checkpoint-840/scheduler.pt +3 -0
- checkpoint-840/special_tokens_map.json +25 -0
- checkpoint-840/tokenizer.json +3 -0
- checkpoint-840/tokenizer_config.json +239 -0
- checkpoint-840/trainer_state.json +426 -0
- checkpoint-840/training_args.bin +3 -0
- checkpoint-840/vocab.json +0 -0
- checkpoint-848/README.md +209 -0
- checkpoint-848/adapter_config.json +42 -0
- checkpoint-848/adapter_model.safetensors +3 -0
- checkpoint-848/added_tokens.json +28 -0
- checkpoint-848/chat_template.jinja +8 -0
- checkpoint-848/merges.txt +0 -0
- checkpoint-848/optimizer.pt +3 -0
- checkpoint-848/rng_state.pth +3 -0
- checkpoint-848/scaler.pt +3 -0
- checkpoint-848/scheduler.pt +3 -0
- checkpoint-848/special_tokens_map.json +25 -0
- checkpoint-848/tokenizer.json +3 -0
- checkpoint-848/tokenizer_config.json +239 -0
- checkpoint-848/trainer_state.json +426 -0
- checkpoint-848/training_args.bin +3 -0
- checkpoint-848/vocab.json +0 -0
.gitattributes
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*.zip 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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*.zip 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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checkpoint-840/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoint-848/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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checkpoint-840/README.md
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---
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base_model: Qwen/Qwen3-4B-Instruct-2507
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library_name: peft
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pipeline_tag: text-generation
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tags:
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- base_model:adapter:Qwen/Qwen3-4B-Instruct-2507
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- lora
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- sft
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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]
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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 0.17.0
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checkpoint-840/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": "Qwen/Qwen3-4B-Instruct-2507",
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"bias": "none",
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"corda_config": null,
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"eva_config": null,
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"exclude_modules": null,
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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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"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": 16,
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"lora_bias": false,
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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": null,
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"peft_type": "LORA",
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"qalora_group_size": 16,
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"r": 8,
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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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"k_proj",
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"gate_proj",
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"down_proj",
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"q_proj",
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"v_proj",
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"o_proj"
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],
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"target_parameters": null,
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": false
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}
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checkpoint-840/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:6584f463c9de69af87a0fddbf96b0a90c3d7265898c436d2f1d82569ecbf88b2
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size 66126768
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checkpoint-840/added_tokens.json
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{
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"</think>": 151668,
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"</tool_call>": 151658,
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"<|endoftext|>": 151643,
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"<|image_pad|>": 151655,
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"<|object_ref_end|>": 151647,
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"<|quad_end|>": 151651,
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"<|quad_start|>": 151650,
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"<|video_pad|>": 151656,
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"<|vision_pad|>": 151654,
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"<|vision_start|>": 151652
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}
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checkpoint-840/chat_template.jinja
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{% for message in messages %}{% if message['role'] == 'user' %}{{ '<start_of_turn>user
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' + message['content'] + '<end_of_turn>
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' }}{% elif message['role'] == 'system' %}{{ '<start_of_turn>system
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' + message['content'] + '<end_of_turn>
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' }}{% elif message['role'] == 'assistant' %}{{ '<start_of_turn>model
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' + message['content'] + '<end_of_turn>
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' }}{% endif %}{% if loop.last and add_generation_prompt %}{{ '<start_of_turn>model
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' }}{% endif %}{% endfor %}
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checkpoint-840/merges.txt
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The diff for this file is too large to render.
See raw diff
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checkpoint-840/optimizer.pt
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checkpoint-840/trainer_state.json
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checkpoint-848/README.md
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|
1 |
+
---
|
2 |
+
base_model: Qwen/Qwen3-4B-Instruct-2507
|
3 |
+
library_name: peft
|
4 |
+
pipeline_tag: text-generation
|
5 |
+
tags:
|
6 |
+
- base_model:adapter:Qwen/Qwen3-4B-Instruct-2507
|
7 |
+
- lora
|
8 |
+
- sft
|
9 |
+
- transformers
|
10 |
+
- trl
|
11 |
+
---
|
12 |
+
|
13 |
+
# Model Card for Model ID
|
14 |
+
|
15 |
+
<!-- Provide a quick summary of what the model is/does. -->
|
16 |
+
|
17 |
+
|
18 |
+
|
19 |
+
## Model Details
|
20 |
+
|
21 |
+
### Model Description
|
22 |
+
|
23 |
+
<!-- Provide a longer summary of what this model is. -->
|
24 |
+
|
25 |
+
|
26 |
+
|
27 |
+
- **Developed by:** [More Information Needed]
|
28 |
+
- **Funded by [optional]:** [More Information Needed]
|
29 |
+
- **Shared by [optional]:** [More Information Needed]
|
30 |
+
- **Model type:** [More Information Needed]
|
31 |
+
- **Language(s) (NLP):** [More Information Needed]
|
32 |
+
- **License:** [More Information Needed]
|
33 |
+
- **Finetuned from model [optional]:** [More Information Needed]
|
34 |
+
|
35 |
+
### Model Sources [optional]
|
36 |
+
|
37 |
+
<!-- Provide the basic links for the model. -->
|
38 |
+
|
39 |
+
- **Repository:** [More Information Needed]
|
40 |
+
- **Paper [optional]:** [More Information Needed]
|
41 |
+
- **Demo [optional]:** [More Information Needed]
|
42 |
+
|
43 |
+
## Uses
|
44 |
+
|
45 |
+
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
46 |
+
|
47 |
+
### Direct Use
|
48 |
+
|
49 |
+
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
50 |
+
|
51 |
+
[More Information Needed]
|
52 |
+
|
53 |
+
### Downstream Use [optional]
|
54 |
+
|
55 |
+
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
56 |
+
|
57 |
+
[More Information Needed]
|
58 |
+
|
59 |
+
### Out-of-Scope Use
|
60 |
+
|
61 |
+
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
62 |
+
|
63 |
+
[More Information Needed]
|
64 |
+
|
65 |
+
## Bias, Risks, and Limitations
|
66 |
+
|
67 |
+
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
68 |
+
|
69 |
+
[More Information Needed]
|
70 |
+
|
71 |
+
### Recommendations
|
72 |
+
|
73 |
+
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
74 |
+
|
75 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
76 |
+
|
77 |
+
## How to Get Started with the Model
|
78 |
+
|
79 |
+
Use the code below to get started with the model.
|
80 |
+
|
81 |
+
[More Information Needed]
|
82 |
+
|
83 |
+
## Training Details
|
84 |
+
|
85 |
+
### Training Data
|
86 |
+
|
87 |
+
<!-- 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. -->
|
88 |
+
|
89 |
+
[More Information Needed]
|
90 |
+
|
91 |
+
### Training Procedure
|
92 |
+
|
93 |
+
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
|
94 |
+
|
95 |
+
#### Preprocessing [optional]
|
96 |
+
|
97 |
+
[More Information Needed]
|
98 |
+
|
99 |
+
|
100 |
+
#### Training Hyperparameters
|
101 |
+
|
102 |
+
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
103 |
+
|
104 |
+
#### Speeds, Sizes, Times [optional]
|
105 |
+
|
106 |
+
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
|
107 |
+
|
108 |
+
[More Information Needed]
|
109 |
+
|
110 |
+
## Evaluation
|
111 |
+
|
112 |
+
<!-- This section describes the evaluation protocols and provides the results. -->
|
113 |
+
|
114 |
+
### Testing Data, Factors & Metrics
|
115 |
+
|
116 |
+
#### Testing Data
|
117 |
+
|
118 |
+
<!-- This should link to a Dataset Card if possible. -->
|
119 |
+
|
120 |
+
[More Information Needed]
|
121 |
+
|
122 |
+
#### Factors
|
123 |
+
|
124 |
+
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
|
125 |
+
|
126 |
+
[More Information Needed]
|
127 |
+
|
128 |
+
#### Metrics
|
129 |
+
|
130 |
+
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
|
131 |
+
|
132 |
+
[More Information Needed]
|
133 |
+
|
134 |
+
### Results
|
135 |
+
|
136 |
+
[More Information Needed]
|
137 |
+
|
138 |
+
#### Summary
|
139 |
+
|
140 |
+
|
141 |
+
|
142 |
+
## Model Examination [optional]
|
143 |
+
|
144 |
+
<!-- Relevant interpretability work for the model goes here -->
|
145 |
+
|
146 |
+
[More Information Needed]
|
147 |
+
|
148 |
+
## Environmental Impact
|
149 |
+
|
150 |
+
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
|
151 |
+
|
152 |
+
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).
|
153 |
+
|
154 |
+
- **Hardware Type:** [More Information Needed]
|
155 |
+
- **Hours used:** [More Information Needed]
|
156 |
+
- **Cloud Provider:** [More Information Needed]
|
157 |
+
- **Compute Region:** [More Information Needed]
|
158 |
+
- **Carbon Emitted:** [More Information Needed]
|
159 |
+
|
160 |
+
## Technical Specifications [optional]
|
161 |
+
|
162 |
+
### Model Architecture and Objective
|
163 |
+
|
164 |
+
[More Information Needed]
|
165 |
+
|
166 |
+
### Compute Infrastructure
|
167 |
+
|
168 |
+
[More Information Needed]
|
169 |
+
|
170 |
+
#### Hardware
|
171 |
+
|
172 |
+
[More Information Needed]
|
173 |
+
|
174 |
+
#### Software
|
175 |
+
|
176 |
+
[More Information Needed]
|
177 |
+
|
178 |
+
## Citation [optional]
|
179 |
+
|
180 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
181 |
+
|
182 |
+
**BibTeX:**
|
183 |
+
|
184 |
+
[More Information Needed]
|
185 |
+
|
186 |
+
**APA:**
|
187 |
+
|
188 |
+
[More Information Needed]
|
189 |
+
|
190 |
+
## Glossary [optional]
|
191 |
+
|
192 |
+
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
|
193 |
+
|
194 |
+
[More Information Needed]
|
195 |
+
|
196 |
+
## More Information [optional]
|
197 |
+
|
198 |
+
[More Information Needed]
|
199 |
+
|
200 |
+
## Model Card Authors [optional]
|
201 |
+
|
202 |
+
[More Information Needed]
|
203 |
+
|
204 |
+
## Model Card Contact
|
205 |
+
|
206 |
+
[More Information Needed]
|
207 |
+
### Framework versions
|
208 |
+
|
209 |
+
- PEFT 0.17.0
|
checkpoint-848/adapter_config.json
ADDED
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oid sha256:d3f8010cc3dc70a951d7e102ca014e6509af8af6429b9ab888372a3013862a0a
|
3 |
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size 66126768
|
checkpoint-848/added_tokens.json
ADDED
@@ -0,0 +1,28 @@
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|
|
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|
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|
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|
1 |
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{
|
2 |
+
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|
3 |
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|
4 |
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|
5 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
21 |
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|
22 |
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|
23 |
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|
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|
25 |
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|
26 |
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|
27 |
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"<|vision_start|>": 151652
|
28 |
+
}
|
checkpoint-848/chat_template.jinja
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{% for message in messages %}{% if message['role'] == 'user' %}{{ '<start_of_turn>user
|
2 |
+
' + message['content'] + '<end_of_turn>
|
3 |
+
' }}{% elif message['role'] == 'system' %}{{ '<start_of_turn>system
|
4 |
+
' + message['content'] + '<end_of_turn>
|
5 |
+
' }}{% elif message['role'] == 'assistant' %}{{ '<start_of_turn>model
|
6 |
+
' + message['content'] + '<end_of_turn>
|
7 |
+
' }}{% endif %}{% if loop.last and add_generation_prompt %}{{ '<start_of_turn>model
|
8 |
+
' }}{% endif %}{% endfor %}
|
checkpoint-848/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-848/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
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|
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:f6baa73146eb6a1dad30a44d1100f13ca0647999396bbac09de6e79ec9c1e792
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size 132552395
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checkpoint-848/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:b5d303f361b0fcf2008dceac5ae28707e0148e1c065e5cda8e6bc5fc19e3b4d7
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size 14645
|
checkpoint-848/scaler.pt
ADDED
@@ -0,0 +1,3 @@
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf2a9fe435dfbefaa92959adc3814f2239917841ebe3a9d6c745419e2a4d4b8a
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size 1383
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checkpoint-848/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:d492c69da4476b76815622af14c6c25a087238e2543c3b6d71e3b5d21ed0d143
|
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size 1465
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checkpoint-848/special_tokens_map.json
ADDED
@@ -0,0 +1,25 @@
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|
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|
1 |
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{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"<|im_start|>",
|
4 |
+
"<|im_end|>",
|
5 |
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"<|object_ref_start|>",
|
6 |
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"<|object_ref_end|>",
|
7 |
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"<|box_start|>",
|
8 |
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"<|box_end|>",
|
9 |
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"<|quad_start|>",
|
10 |
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"<|quad_end|>",
|
11 |
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"<|vision_start|>",
|
12 |
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"<|vision_end|>",
|
13 |
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"<|vision_pad|>",
|
14 |
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"<|image_pad|>",
|
15 |
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"<|video_pad|>"
|
16 |
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],
|
17 |
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"eos_token": {
|
18 |
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"content": "<|im_end|>",
|
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|
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|
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|
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|
23 |
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},
|
24 |
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"pad_token": "<|im_end|>"
|
25 |
+
}
|
checkpoint-848/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
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|
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|
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
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size 11422654
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checkpoint-848/tokenizer_config.json
ADDED
@@ -0,0 +1,239 @@
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|
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{
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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},
|
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"151645": {
|
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|
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|
24 |
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|
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|
26 |
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|
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|
28 |
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},
|
29 |
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"151646": {
|
30 |
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|
31 |
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|
32 |
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|
33 |
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|
34 |
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|
35 |
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|
36 |
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},
|
37 |
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|
38 |
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|
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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|
44 |
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},
|
45 |
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|
46 |
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|
47 |
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|
48 |
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|
49 |
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|
50 |
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|
51 |
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|
52 |
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},
|
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|
54 |
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|
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|
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|
57 |
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|
58 |
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|
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|
60 |
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},
|
61 |
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|
62 |
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|
63 |
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|
64 |
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|
65 |
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|
66 |
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|
67 |
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|
68 |
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},
|
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|
70 |
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|
71 |
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|
72 |
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|
73 |
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|
74 |
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|
75 |
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|
76 |
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},
|
77 |
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|
78 |
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|
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|
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|
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|
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|
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|
84 |
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},
|
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"151653": {
|
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|
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|
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|
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|
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|
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|
92 |
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},
|
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|
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|
95 |
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|
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|
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|
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|
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|
100 |
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},
|
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|
102 |
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|
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|
104 |
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|
105 |
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|
106 |
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|
107 |
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|
108 |
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},
|
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|
110 |
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|
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|
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|
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|
114 |
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|
115 |
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|
116 |
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},
|
117 |
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|
118 |
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|
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|
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|
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|
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|
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|
124 |
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|
125 |
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|
126 |
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|
127 |
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|
128 |
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|
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|
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|
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|
132 |
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|
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|
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|
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|
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|
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|
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|
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|
140 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
180 |
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|
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|
182 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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