Arxiv:2402.03300 2-bit 3-bit 4-bit 5-bit 6-bit 8-bit Autotrain compatible Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-... Conversational Endpoints compatible Gguf Has space Instruct Llama Mistral Pytorch Quantized Region:us
Deepseek Math 7B Instruct GGUF 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)
Deepseek Math 7B Instruct GGUF Parameters and Internals
| LLM Name | Deepseek Math 7B Instruct GGUF |
| Repository 🤗 | https://huggingface.co/MaziyarPanahi/deepseek-math-7b-instruct-GGUF |
| Model Name | deepseek-math-7b-instruct-GGUF |
| Model Creator | deepseek-ai |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 2.7 GB |
| Updated | 2024-09-20 |
| Maintainer | MaziyarPanahi |
| Model Type | mistral |
| Instruction-Based | Yes |
| Model Files | |
| GGUF Quantization | Yes |
| Quantization Type | gguf |
| Model Architecture | AutoModel |
Best Alternatives to Deepseek Math 7B Instruct GGUF
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Pixel | 8K / 4.4 GB | 27 | 0 |
| Mistral 7B Instruct V0.3 GGUF | 0K / 1.6 GB | 297204 | 58 |
| Mistral 7B Instruct V0.2 GGUF | 0K / 3.1 GB | 199062 | 380 |
| Mistral 7B Instruct V0.3 GGUF | 0K / 2.7 GB | 71943 | 3 |
| Qwen2 7B Instruct V0.6 GGUF | 0K / 4.5 GB | 13522 | 0 |
| Qwen2 7B Instruct V0.1 GGUF | 0K / 4.5 GB | 9714 | 0 |
| Qwen2 7B Instruct V0.7 GGUF | 0K / 4.5 GB | 9530 | 0 |
| Qwen2 7B Instruct V0.3 GGUF | 0K / 4.5 GB | 8911 | 1 |
| Qwen2 7B Instruct V0.2 GGUF | 0K / 4.5 GB | 7986 | 0 |
| Qwen2 7B Instruct V0.8 GGUF | 0K / 4.5 GB | 6155 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/deepseek-math-7b-instruct-GGUF .
Rank the Deepseek Math 7B Instruct GGUF Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803