Arxiv:2404.03608 Autotrain compatible Base model:finetune:qwen/qwen1... Base model:qwen/qwen1.5-4b Conversational Dataset:allenai/madlad-400 Dataset:cc100 Dataset:cerebras/slimpajama-62... Dataset:skywork/skypile-150b En Id Lo Model-index Ms Multilingual Qwen2 Region:us Safetensors Sailor Sea Th Vi Zh
Sailor 4B Benchmarks
ARC: 43.86 vs 96.7 (so35)-54.6%
HellaSwag: 69.51 vs 95.3 (gpt4)-27.1%
MMLU: 37.45 vs 88.3 (so35)-57.6%
TruthfulQA: 37.02 vs 59 (gpt4)-37.3%
WinoGrande: 65.67 vs 87.5 (gpt4)-24.9%
GSM8K: 8.79 vs 96.4 (so35)-90.9%
LLME Score: 0.22828
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)
Sailor 4B Parameters and Internals
| LLM Name | Sailor 4B |
| Repository 🤗 | https://huggingface.co/sail/Sailor-4B |
| Base Model(s) | |
| Model Size | 4b |
| Required VRAM | 7.9 GB |
| Updated | 2024-10-22 |
| Maintainer | sail |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en zh id th vi ms lo |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.37.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Sailor 4B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen1.5 4B Chat | 32K / 7.9 GB | 5237 | 38 |
| Qwen1.5 4B | 32K / 7.9 GB | 10258 | 34 |
| Nusantara 4B Indo Chat | 32K / 7.9 GB | 533 | 1 |
| Sailor 4B Chat | 32K / 7.9 GB | 86 | 2 |
| Qwen 4B Flock 1719855002 | 32K / 7.9 GB | 5 | 0 |
| Qwen 4B Flock 1719848483 | 32K / 7.9 GB | 5 | 0 |
| NOVA 4B | 32K / 14.3 GB | 5 | 0 |
| Reyna CoT 4B V0.1 | 32K / 7.9 GB | 67 | 6 |
| Qwen 4B Flock 1719561695 | 32K / 7.9 GB | 5 | 0 |
| Qwen 4B Flock 1719564964 | 32K / 7.9 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-4B .
Rank the Sailor 4B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803