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Model: allenai/intent-aware-lfqa-llama3-8b-intent-implicit Source: Original Platform
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---
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language: en
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license: odc-by
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base_model:
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- meta-llama/Meta-Llama-3-8B-Instruct
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library_name: transformers
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---
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# Model
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A distillation model checkpoint. For more details on intent aware training please **read our [paper](https://openreview.net/pdf?id=fRCm5c8x0j)**!
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# Results
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Will be updated soon.
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# Intended uses & limitations
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This model is licensed under ODC-BY. It is intended for research and educational use in accordance with [Ai2's Responsible Use Guidelines](https://allenai.org/responsible-use).
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## Training
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The script used to train this model can be found [here](https://github.com/allenai/intent-aware-lfqa).
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# Links
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- 📝 [Paper](https://openreview.net/pdf?id=fRCm5c8x0j)
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- 💻 [Code](https://github.com/allenai/intent-aware-lfqa)
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- 🤖 [Collection](https://huggingface.co/collections/allenai/intent-aware-lfqa)
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# Citation
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```
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@article{zhaoimproving,
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title={Improving Attributed Long-form Question Answering with Intent Awareness},
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author={Zhao, Xinran and Naik, Aakanksha and DeYoung, Jay and Chang, Joseph Chee and Hwang, Jena D and Wu, Tongshuang and Kishore, Varsha},
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journal={The Fourteenth International Conference on Learning Representations},
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year={2026}
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}
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```
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{% for message in messages %}{% if message['role'] == 'system' %}{{ '<|system|>
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' + message['content'] + '
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' }}{% elif message['role'] == 'user' %}{{ '<|user|>
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' + message['content'] + '
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' }}{% elif message['role'] == 'assistant' %}{% if not loop.last %}{{ '<|assistant|>
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' + message['content'] + eos_token + '
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' }}{% else %}{{ '<|assistant|>
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' + message['content'] + eos_token }}{% endif %}{% endif %}{% if loop.last and add_generation_prompt %}{{ '<|assistant|>
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' }}{% endif %}{% endfor %}
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": 128001,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"high_freq_factor": 4.0,
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"low_freq_factor": 1.0,
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"original_max_position_embeddings": 8192,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.52.4",
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"use_cache": true,
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"vocab_size": 128264
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}
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"_from_model_config": true,
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"do_sample": true,
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.52.4"
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}
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|
||||||
|
}
|
||||||
|
}
|
||||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
|||||||
|
{
|
||||||
|
"bos_token": {
|
||||||
|
"content": "<|begin_of_text|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eos_token": {
|
||||||
|
"content": "<|end_of_text|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"pad_token": {
|
||||||
|
"content": "<pad>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
}
|
||||||
|
}
|
||||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:9400df98529060210393c40f08cb127f7c0df584338b3fbfdba8cf82a33c1ade
|
||||||
|
size 17210102
|
||||||
2071
tokenizer_config.json
Normal file
2071
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user