Arxiv:2404.03608 Autotrain compatible Base model:finetune:sail/sailo... Base model:sail/sailor-0.5b Chat Conversational Dataset:cohereforai/aya collec... Dataset:cohereforai/aya datase... Dataset:open-orca/openorca En Id Instruct Instruction Lo Ms Multilingual Qwen2 Region:us Safetensors Sailor Sea Sft Th Vi Zh
Sailor 0.5B Chat Benchmarks
ARC: 30.38 vs 96.7 (so35)-68.6%
HellaSwag: 45.51 vs 95.3 (gpt4)-52.2%
MMLU: 26.73 vs 88.3 (so35)-69.7%
TruthfulQA: 39.85 vs 59 (gpt4)-32.5%
WinoGrande: 56.51 vs 87.5 (gpt4)-35.4%
GSM8K: 1.82 vs 96.4 (so35)-98.1%
LLME Score: 0.24977
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 0.5B Chat Parameters and Internals
| LLM Name | Sailor 0.5B Chat |
| Repository 🤗 | https://huggingface.co/sail/Sailor-0.5B-Chat |
| Base Model(s) | |
| Model Size | 0.5b |
| Required VRAM | 1.2 GB |
| Updated | 2024-09-08 |
| Maintainer | sail |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| 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 0.5B Chat
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen2 0.5B Abyme Merge3 | 128K / 1.3 GB | 20 | 0 |
| Qwen2 0.5B Abyme Merge2 | 128K / 0.3 GB | 7 | 0 |
| Qwen2 0.5B Instruct | 32K / 1 GB | 221507 | 143 |
| Qwen2 0.5B Instruct | 32K / 1 GB | 2304 | 0 |
| Qwama 0.5B Instruct | 32K / 0.9 GB | 687 | 11 |
| Qwen2 0.5B Instruct MLX | 32K / 0.3 GB | 761 | 7 |
| Qwen2 0.5B Instruct | 32K / 1 GB | 9 | 0 |
| Qwen2 0.5B Instruct FP8 | 32K / 0.6 GB | 355 | 2 |
| Tau 0.5B Instruct DPOP | 32K / 0.9 GB | 63 | 2 |
| ...B Instruct SQL Query Generator | 32K / 26.1 GB | 125 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-0.5B-Chat .
Rank the Sailor 0.5B Chat Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803