Arxiv:2305.18290 Arxiv:2310.05914 Arxiv:2311.07052 Autotrain compatible Conversational En Endpoints compatible Llama Model-index Pytorch Region:us Safetensors Zh
MiniChat 1.5 3B Benchmarks
ARC: 46.5-51.7%
HellaSwag: 68.28-28.4%
MMLU: 46.67-46%
TruthfulQA: 50.71-14.1%
WinoGrande: 65.04-25.7%
GSM8K: 24.18-73.7%
nn.n% — How the model compares to the GPT-4.
MiniChat 1.5 3B Parameters and Internals
| LLM Name | MiniChat 1.5 3B |
| Repository | Open on 🤗 |
| Model Size | 3b |
| Required VRAM | 6 GB |
| Updated | 2024-07-26 |
| Maintainer | GeneZC |
| Model Type | llama |
| Model Files | |
| Supported Languages | en zh |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.33.2 |
| Tokenizer Class | LlamaTokenizer |
| Beginning of Sentence Token | <s> |
| End of Sentence Token | </s> |
| Unk Token | <unk> |
| Vocabulary Size | 49216 |
| Torch Data Type | float16 |
Best Alternatives to MiniChat 1.5 3B
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| Openbuddy Zero 3B V21.2 32K | 0.3 | 32K / 9.5 GB | 50 | 1 |
| Mm4.ascii.star | 0.3 | 32K / 6 GB | 261 | 0 |
| Openbuddy Zen 3B V21.1 32K | 0.2 | 32K / 9.5 GB | 17 | 2 |
| Mm4.more.star | 0.2 | 32K / 6 GB | 6 | 1 |
| KoreanLM 3B | 0.2 | 20K / 11.4 GB | 1710 | 0 |
| Pruned Yi 3B Prerelease Ckpt01 | 0.3 | 16K / 6.5 GB | 254 | 1 |
| Buzz 3B Small V0.6.3 | 0.2 | 8K / 8.7 GB | 6 | 1 |
| Deacon 3B | 0.2 | 8K / 13.7 GB | 1880 | 2 |
| LLongMA 3B LIMA | 0.2 | 8K / 13.7 GB | 1867 | 3 |
| MiniChat 2 3B | 0.3 | 4K / 6 GB | 2815 | 25 |
Note: green Score (e.g. "73.2") means that the model is better than GeneZC/MiniChat-1.5-3B .
Rank the MiniChat 1.5 3B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501