Arxiv:2311.11045 Autotrain compatible Endpoints compatible Fp16 Llama Microsoft Orca Orca2 Pytorch Quantized Region:us Sharded
Orca 2 13B F16 Benchmarks
ARC: 60.67-37%
HellaSwag: 79.81-16.3%
MMLU: 60.37-30.2%
TruthfulQA: 56.41-4.4%
WinoGrande: 76.64-12.4%
GSM8K: 38.97-57.6%
nn.n% — How the model compares to the GPT-4.
Orca 2 13B F16 Parameters and Internals
| LLM Name | Orca 2 13B F16 |
| Repository | Open on 🤗 |
| Model Size | 13b |
| Required VRAM | 26 GB |
| Updated | 2024-07-26 |
| Maintainer | uukuguy |
| Model Type | llama |
| Model Files | |
| Quantization Type | fp16 |
| Model Architecture | LlamaForCausalLM |
| License | llama2 |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.34.0 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | [PAD] |
| Vocabulary Size | 32003 |
| Torch Data Type | float16 |
Best Alternatives to Orca 2 13B F16
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| ...Maid V3 13B 32K 6.0bpw H6 EXL2 | 0.2 | 32K / 10 GB | 6 | 1 |
| ...Maid V3 13B 32K 8.0bpw H8 EXL2 | 0.2 | 32K / 13.2 GB | 5 | 1 |
| WhiteRabbitNeo 13B V1 | 0.3 | 16K / 26 GB | 2225 | 372 |
| CodeLlama 13B Python Fp16 | 0.2 | 16K / 26 GB | 1938 | 25 |
| CodeLlama 13B Instruct Fp16 | 0.2 | 16K / 26 GB | 1946 | 29 |
| Codellama 13B Bnb 4bit | 0.2 | 16K / 7.2 GB | 79 | 1 |
| CodeLlama 13B Fp16 | 0.2 | 16K / 26 GB | 29 | 66 |
| ...Llama 13B Instruct Hf 4bit MLX | 0.2 | 16K / 7.8 GB | 8 | 2 |
| ...13B Instruct Nf4 Fp16 Upscaled | 0.2 | 16K / 26 GB | 620 | 0 |
| Trinity 13B | 0.2 | 16K / 26 GB | 6 | 15 |
Note: green Score (e.g. "73.2") means that the model is better than uukuguy/Orca-2-13b-f16 .
Rank the Orca 2 13B F16 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501