Arxiv:2401.16818 Autotrain compatible Conversational Dataset:huggingfaceh4/ultracha... Dataset:meta-math/metamathqa Dataset:open-orca/openorca Dataset:openassistant/oasst2 En Endpoints compatible Gpt H2o-llmstudio Mistral Region:us Safetensors
H2o Danube 1.8B Sft Benchmarks
ARC: 40.19-58.3%
HellaSwag: 67.34-29.3%
MMLU: 33.75-61%
TruthfulQA: 40.29-31.7%
WinoGrande: 65.43-25.2%
GSM8K: 15.09-83.6%
nn.n% — How the model compares to the GPT-4.
H2o Danube 1.8B Sft Parameters and Internals
| LLM Name | H2o Danube 1.8B Sft |
| Repository | Open on 🤗 |
| Model Size | 1.8b |
| Required VRAM | 3.7 GB |
| Updated | 2024-07-27 |
| Maintainer | h2oai |
| Model Type | mistral |
| Model Files | |
| Supported Languages | en |
| Model Architecture | MistralForCausalLM |
| License | apache-2.0 |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.36.1 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <unk> |
| Vocabulary Size | 32000 |
| Torch Data Type | bfloat16 |
Best Alternatives to H2o Danube 1.8B Sft
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| H2o Danube 1.8B Chat | 0.3 | 16K / 3.7 GB | 3712 | 55 |
| H2o Danube 1.8B Base | 0.3 | 16K / 3.7 GB | 2928 | 43 |
| Cypher Mini 1.8B | 0.3 | 16K / 3.7 GB | 291 | 2 |
| PixieZehirNano | 0.2 | 16K / 3.7 GB | 12 | 0 |
| Cypher CoT 1.8B | 0.2 | 16K / 3.7 GB | 6 | 1 |
| ...1.8B Chat Sft Merge Fourier V1 | 0.2 | 16K / 7.3 GB | 12 | 1 |
| H2o Danube2 1.8B Chat | 0.3 | 8K / 3.7 GB | 7794 | 53 |
| H2o Danube2 1.8B Base | 0.3 | 8K / 3.7 GB | 2422 | 42 |
| H2o Danube2 1.8B Sft | 0.3 | 8K / 3.7 GB | 2657 | 6 |
| Binary Clumsy Bear | 0.2 | 8K / 7.3 GB | 23 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than h2oai/h2o-danube-1.8b-sft .
Rank the H2o Danube 1.8B Sft Capabilities
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 34447 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501