Arxiv:2404.03608 Autotrain compatible Base model:finetune:sail/sailo... Base model:sail/sailor-7b Chat Conversational Dataset:cohereforai/aya collec... Dataset:cohereforai/aya datase... Dataset:open-orca/openorca En Endpoints compatible Id Instruct Instruction Lo Ms Multilingual Qwen2 Region:us Safetensors Sailor Sea Sft Th Vi Zh
Sailor 7B Chat Benchmarks
ARC: 52.3 vs 96.7 (so35)-45.9%
HellaSwag: 75.01 vs 95.3 (gpt4)-21.3%
MMLU: 56.24 vs 88.3 (so35)-36.3%
TruthfulQA: 44.09 vs 59 (gpt4)-25.3%
WinoGrande: 70.8 vs 87.5 (gpt4)-19.1%
GSM8K: 30.4 vs 96.4 (so35)-68.5%
LLME Score: 0.23083
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 7B Chat Parameters and Internals
| LLM Name | Sailor 7B Chat |
| Repository 🤗 | https://huggingface.co/sail/Sailor-7B-Chat |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 15.4 GB |
| Updated | 2024-10-22 |
| 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 7B Chat
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Gte Qwen2 7B Instruct | 128K / 30.5 GB | 29308 | 177 |
| Qwen2 7B Instruct V0.1 | 128K / 15.2 GB | 40968 | 1 |
| Einstein V7 Qwen2 7B | 128K / 15.2 GB | 4100 | 33 |
| Qwen2 7B Instruct V0.8 | 128K / 15.2 GB | 40990 | 3 |
| ...nity Instruct 3M 0625 Qwen2 7B | 128K / 15.2 GB | 4060 | 8 |
| Samantha Qwen 2 7B | 128K / 15.2 GB | 4099 | 2 |
| Qwen2 7B Instruct V0.4 | 128K / 15.2 GB | 41008 | 1 |
| Qwen2 7B Instruct V0.5 | 128K / 15.2 GB | 41019 | 1 |
| Qwen2 7B Instruct V0.7 | 128K / 15.2 GB | 40972 | 1 |
| Qwen2 7B Instruct V0.3 | 128K / 15.2 GB | 40943 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-7B-Chat .
Rank the Sailor 7B Chat Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803