40 lines
2.1 KiB
Markdown
40 lines
2.1 KiB
Markdown
---
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pipeline_tag: text-generation
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language:
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- en
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- zh
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tags:
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- llama
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---
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**This model repository contains files in GGUF format for the Yi 34B LLaMA, compatible with LLaMA modeling, based on the work from the [chargoddard/Yi-34B-Llama](https://huggingface.co/chargoddard/Yi-34B-Llama) repository.**
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Based of the work of chargoddard's:
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- Tensors have been renamed to match the standard LLaMA.
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- Model can be loaded without trust_remote_code, but the tokenizer can not.
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**Converted & Quantized Files**
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### Yi-34B-Llamafied Model Options
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The following tables list the available Yi-34B-Llamafied model files with their respective quantization methods and characteristics.
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**Key:**
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- **Size**: File size relative to the original.
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- **Quality Loss**: The amount of quality loss due to quantization.
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| Q-Method | File Name | Size | Quality Loss | Recommended |
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|----------|---------------------|--------|--------------------------------------|----------------------|
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| Q2 | Yi-34B-Llama_Q2_K | Smallest | Extreme *(not recommended)* | |
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| Q3 | Yi-34B-Llama_Q3_K_S | Very Small | Very High | |
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| Q3 | Yi-34B-Llama_Q3_K_M | Very Small | Very High | |
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| Q3 | Yi-34B-Llama_Q3_K_L | Small | Substantial | |
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| Q4 | Yi-34B-Llama_Q4_K_S | Small | Significant | |
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| Q4 | Yi-34B-Llama_Q4_K_M | Medium | Balanced | **Recommended** |
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| Q5 | Yi-34B-Llama_Q5_K_S | Large | Low | **Recommended** |
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| Q5 | Yi-34B-Llama_Q5_K_M | Large | Very Low | **Recommended** |
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| Q6 | Yi-34B-Llama_Q6_K | Very Large | Extremely Low | |
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| Q8 | Yi-34B-Llama_Q8_0 | Very Large | Extremely Low *(not recommended)* | |
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Please choose the model that best suits your needs based on the size and quality loss trade-offs. |