初始化项目，由ModelHub XC社区提供模型
Model: QCRI/AZERG-T4-Mistral Source: Original Platform
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ModelHub XC
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# ollama modelfile auto-generated by llamafactory
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FROM .
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TEMPLATE """<s>{{ if .System }}{{ .System }}
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{{ end }}{{ range .Messages }}{{ if eq .Role "user" }}[INST] {{ .Content }}[/INST]{{ else if eq .Role "assistant" }} {{ .Content }}</s>{{ end }}{{ end }}"""
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PARAMETER stop "</s>"
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PARAMETER num_ctx 4096
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README.md
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README.md
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---
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license: apache-2.0
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datasets:
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- QCRI/AZERG-Dataset
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language:
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- en
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base_model:
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- mistralai/Mistral-7B-Instruct-v0.3
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tags:
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- STIX standard
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- threat intelligence
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- MITRE ATT&CK
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---
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# QCRI/AZERG-T4-Mistral
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This model is a fine-tuned version of `mistralai/Mistral-7B-Instruct-v0.3` specialized for `Task 4: Relationship Type Identification`. It has been trained on the [QCRI/AZERG-Dataset](https://huggingface.co/datasets/QCRI/AZERG-Dataset) to classify the specific type of STIX relationship (e.g., uses, targets, indicates) between two related entities.
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This is a specialist model designed for high performance on entity detection within the [AZERG framework](https://github.com/QCRI/azerg/).
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## Intended Use
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Use this model to extract potential STIX entities from a given security text passage.
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## Example Prompt:
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```
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Instruction:
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You are a helpful threat intelligence analyst. Your task is to identify the label of the relationship between the source entity and the target entity in the provided text passage. To help you, we provide all the possible relationship labels between the source and target entities. Answer in the following format: <label>Your chosen label</label>
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Input:
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- Source Entity: [SOURCE ENTITY]
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- Target Entity: [TARGET ENTITY]
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- Possible Relationship Labels: [STIX RELATIONSHIP LABELS]
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- Text Passage: [INPUT TEXT]
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Response:
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```
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## Citation
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If you use this model, please cite our paper:
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```
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@article{lekssays2025azerg,
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title={From Text to Actionable Intelligence: Automating STIX Entity and Relationship Extraction},
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author={Lekssays, Ahmed and Sencar, Husrev Taha and Yu, Ting},
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journal={arXiv preprint arXiv:2507.16576},
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year={2025}
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}
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```
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config.json
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{
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"_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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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": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.0",
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}
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24
special_tokens_map.json
Normal file
24
special_tokens_map.json
Normal file
@@ -0,0 +1,24 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": "</s>",
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
275733
tokenizer.json
Normal file
275733
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
3
tokenizer.model
Normal file
3
tokenizer.model
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:37f00374dea48658ee8f5d0f21895b9bc55cb0103939607c8185bfd1c6ca1f89
|
||||
size 587404
|
||||
6189
tokenizer_config.json
Normal file
6189
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user