Arxiv:1910.09700 4-bit Autotrain compatible Endpoints compatible Gptq Instruct Llama Quantized Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/hanspeterlyngsoeraaschoujensen/deepseek-math-7b-instruct-GPTQ
Deepseek Math 7B Instruct GPTQ Benchmarks
ARC: 53.41 vs 96.7 (so35)-44.8%
HellaSwag: 71.5 vs 95.3 (gpt4)-25%
MMLU: 55.97 vs 88.3 (so35)-36.6%
TruthfulQA: 40.16 vs 59 (gpt4)-31.9%
WinoGrande: 65.75 vs 87.5 (gpt4)-24.9%
GSM8K: 19.41 vs 96.4 (so35)-79.9%
LLME Score: 0.20131
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 GPTQ Parameters and Internals
| LLM Name | Deepseek Math 7B Instruct GPTQ |
| Repository 🤗 | https://huggingface.co/hanspeterlyngsoeraaschoujensen/deepseek-math-7b-instruct-GPTQ |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 4.8 GB |
| Updated | 2024-12-22 |
| Maintainer | hanspeterlyngsoeraaschoujensen |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| GPTQ Quantization | Yes |
| Quantization Type | gptq |
| Model Architecture | LlamaForCausalLM |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.37.2 |
| Vocabulary Size | 102400 |
| Torch Data Type | bfloat16 |
Best Alternatives to Deepseek Math 7B Instruct GPTQ
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Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ... 7B 32K Instructions V4 Marlin | 32K / 4.1 GB | 12 | 0 |
| Llama 2 7B 32K Instruct GPTQ | 32K / 3.9 GB | 72 | 27 |
| ...a 7B Instruct GPTQ Calib Ja 1K | 16K / 3.9 GB | 36 | 0 |
| CodeLlama 7B Instruct GPTQ | 16K / 3.9 GB | 550 | 46 |
| ...echless Tora Code 7B V1.0 GPTQ | 16K / 3.9 GB | 19 | 1 |
| CausalLM 7B GPTQ | 8K / 5.9 GB | 59 | 5 |
| Leo Hessianai 7B Chat GPTQ | 8K / 3.9 GB | 57 | 0 |
| ...ssianai 7B Chat Bilingual GPTQ | 8K / 3.9 GB | 24 | 0 |
| Xgen 7B 8K Open Instruct Gptq | 8K / 4.2 GB | 12 | 4 |
| ... Qa Context Jaqket Jsquad Gptq | 4K / 3.9 GB | 8 | 0 |
Rank the Deepseek Math 7B Instruct GPTQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217