Custom Build Models
Collection
Text Generation Cook with it's GGUF
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38 items
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Updated
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8
The Math IIO 7B Instruct is a fine-tuned language model based on the robust Qwen2.5-7B-Instruct architecture. This model has been specifically trained to excel in single-shot mathematical reasoning and instruction-based tasks, making it a reliable choice for educational, analytical, and problem-solving applications.
Math-Optimized Capabilities:
The model is designed to handle complex mathematical problems, step-by-step calculations, and reasoning tasks.
Instruction-Tuned:
Fine-tuned for better adherence to structured queries and task-oriented prompts, enabling clear and concise outputs.
Large Vocabulary:
Equipped with an extensive tokenizer configuration and custom tokens to ensure precise mathematical notation support.
File Name [ Uploaded file ] | Size | Description | Upload Status |
---|---|---|---|
.gitattributes |
1.57 kB | Git attributes configuration file | Uploaded |
README.md |
263 Bytes | README file with minimal details | Updated |
added_tokens.json |
657 Bytes | Custom added tokens for tokenizer | Uploaded |
config.json |
861 Bytes | Model configuration file | Uploaded |
generation_config.json |
281 Bytes | Configuration for text generation settings | Uploaded |
merges.txt |
1.82 MB | Merge rules for byte pair encoding tokenizer | Uploaded |
pytorch_model-00001-of-00004.bin |
4.88 GB | First part of model weights (PyTorch) | Uploaded (LFS) |
pytorch_model-00002-of-00004.bin |
4.93 GB | Second part of model weights (PyTorch) | Uploaded (LFS) |
pytorch_model-00003-of-00004.bin |
4.33 GB | Third part of model weights (PyTorch) | Uploaded (LFS) |
pytorch_model-00004-of-00004.bin |
1.09 GB | Fourth part of model weights (PyTorch) | Uploaded (LFS) |
pytorch_model.bin.index.json |
28.1 kB | Index JSON file for model weights | Uploaded |
special_tokens_map.json |
644 Bytes | Map of special tokens used by the tokenizer | Uploaded |
tokenizer.json |
11.4 MB | Tokenizer settings and vocab | Uploaded (LFS) |
tokenizer_config.json |
7.73 kB | Configuration for tokenizer | Uploaded |
vocab.json |
2.78 MB | Vocabulary for tokenizer | Uploaded |
Model Type | Size | Context Length | Link |
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GGUF | 7B | - | 🤗 Math-IIO-7B-Instruct-GGUF |
config.json
and generation_config.json
) for optimal inference.