Arxiv:2402.03300 Autotrain compatible Conversational Endpoints compatible Instruct Llama Pytorch Region:us Sharded
Deepseek Math 7B Instruct 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: 0.288
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 Parameters and Internals
| LLM Name | Deepseek Math 7B Instruct |
| Repository 🤗 | https://huggingface.co/deepseek-ai/deepseek-math-7b-instruct |
| Model Size | 7b |
| Required VRAM | 13.9 GB |
| Updated | 2024-09-16 |
| Maintainer | deepseek-ai |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| License | other |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.33.1 |
| Tokenizer Class | LlamaTokenizerFast |
| Beginning of Sentence Token | <｜begin▁of▁sentence｜> |
| End of Sentence Token | <｜end▁of▁sentence｜> |
| Vocabulary Size | 102400 |
| Torch Data Type | bfloat16 |
Quantized Models of the Deepseek Math 7B Instruct
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| ...epseek Math 7B Instruct AWQ Q4 | 0 | 5 | 4 GB |
| Deepseek Math 7B Instruct GPTQ | 0 | 6 | 4 GB |
| Deepseek Math 7B Instruct GGUF | 1 | 155 | 2 GB |
Best Alternatives to Deepseek Math 7B Instruct
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Llama 2 7B 32K Instruct | 32K / 13.5 GB | 12129 | 160 |
| Qwen2 7B Instruct Llama | 32K / 15.2 GB | 3 | 3 |
| Qwen2 7B Instruct Mistral | 32K / 15.2 GB | 1 | 1 |
| AIRIC The Mistral | 32K / 14.4 GB | 677 | 7 |
| ...ls Vikhr 7B Instruct 0.4 4bits | 32K / 5.2 GB | 5 | 0 |
| Vikhr 7B Instruct 0.3 | 32K / 14.6 GB | 18 | 4 |
| ... Samantha Philosopher 7B Slerp | 32K / 13.4 GB | 4 | 2 |
| Vikhr 7B Instruct Merged | 32K / 14.6 GB | 4 | 4 |
| Clinical Ehr Prototype 0.1 | 32K / 14.4 GB | 14 | 2 |
| ...stral 7B Instruct V0.1 Sharded | 32K / 14.4 GB | 1227 | 13 |
Rank the Deepseek Math 7B Instruct Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803