Alpaca Native 4bit Parameters and Internals
| LLM Name | Alpaca Native 4bit |
| Repository | Open on 🤗 |
| Model Size | 7b |
| Required VRAM | 4.5 GB |
| Updated | 2024-07-27 |
| Maintainer | ozcur |
| Model Type | llama |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | LLaMAForCausalLM |
| Model Max Length | 512 |
| Transformers Version | 4.27.0.dev0 |
| Tokenizer Class | LlamaTokenizer |
| Vocabulary Size | 32001 |
| Torch Data Type | float32 |
Best Alternatives to Alpaca Native 4bit
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| Llama 7B Onnx Merged Fp16 | 0.1 | 2K / GB | 14 | 7 |
| Alpaca 7B Native 4bit | 0.1 | 0K / 4.5 GB | 32 | 4 |
| Llama 7B 4bit Gr128 | 0.1 | 0K / 4 GB | 10 | 4 |
| Llama 7B 4bit Act | 0.1 | 0K / 3.8 GB | 12 | 2 |
| Swallow 7B GPTQ | 0.2 | 4K / 4.1 GB | 5 | 1 |
| Honest Llama2 Chat 7B | 0.1 | 2K / 13.5 GB | 19 | 9 |
| Llama 7B Onnx Merged Fp32 | 0.1 | 2K / GB | 9 | 2 |
| ...xplore LM Ext 7B Brainstorming | 0.2 | 0K / 27 GB | 6 | 2 |
| Explore LM Ext 7B Rewriting | 0.2 | 0K / 27 GB | 8 | 1 |
| Explore LM 7B Math | 0.2 | 0K / 27 GB | 8 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than ozcur/alpaca-native-4bit .
Rank the Alpaca Native 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501