4bit 7b Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-7b-ins... Conversational Cot Dataset:prithivmlmods/math-iio... En Endpoints compatible Instruct Math One-shot Pytorch Quantized Qwen2 Qwen2.5 Region:us Safetensors Sharded
Model Card on HF 🤗: https://huggingface.co/prithivMLmods/Math-IIO-7B-Instruct
Math IIO 7B Instruct Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Math IIO 7B Instruct Parameters and Internals
| LLM Name | Math IIO 7B Instruct |
| Repository 🤗 | https://huggingface.co/prithivMLmods/Math-IIO-7B-Instruct |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 15.2 GB |
| Updated | 2025-02-05 |
| Maintainer | prithivMLmods |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | Qwen2ForCausalLM |
| License | creativeml-openrail-m |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.46.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|PAD_TOKEN|> |
| Vocabulary Size | 152064 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to Math IIO 7B Instruct
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2.5 7B Instruct 1M 4bit | 986K / 4.3 GB | 421 | 6 |
| Mini QwQ | 32K / 15.2 GB | 25 | 1 |
| AetherSett | 32K / 15.2 GB | 10 | 1 |
| SphinX | 32K / 15.2 GB | 32 | 1 |
| Qwen2.5 7B Instruct Bnb 4bit | 32K / 5.5 GB | 243023 | 10 |
| Qwen2.5 7B Instruct 4bit | 32K / 4.3 GB | 215633 | 7 |
| ReasonTest | 32K / 15.2 GB | 11 | 0 |
| Qwen2.5 Coder 7B Instruct 4bit | 32K / 4.3 GB | 103982 | 2 |
| FinancialAdvice Qwen2.5 7B | 32K / 15.2 GB | 38 | 1 |
| FastApply 7B V1.0 | 32K / 15.2 GB | 4805 | 19 |
Note: green Score (e.g. "73.2") means that the model is better than prithivMLmods/Math-IIO-7B-Instruct .
Rank the Math IIO 7B Instruct Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227