Guanaco 65B Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Guanaco 65B Parameters and Internals
| LLM Name | Guanaco 65B |
| Repository 🤗 | https://huggingface.co/timdettmers/guanaco-65b |
| Model Size | 65b |
| Required VRAM | 3.2 GB |
| Updated | 2024-09-16 |
| Maintainer | timdettmers |
| Model Files | |
| Model Architecture | Adapter |
| Is Biased | none |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | gate_proj|down_proj|up_proj|q_proj|k_proj|v_proj|o_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.05 |
| R Param | 64 |
Quantized Models of the Guanaco 65B
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| Guanaco 65B GGUF | 5 | 135 | 27 GB |
| Guanaco 65B GPTQ | 265 | 749 | 33 GB |
Best Alternatives to Guanaco 65B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...os 65B Gpt4 1.4.1 PI 8192 Peft | 0K / 1.6 GB | 0 | 1 |
| Enterredaas 65B QLoRA | 0K / 1.6 GB | 0 | 4 |
| Saiga 65b Lora | 0K / 0.3 GB | 0 | 6 |
| Alpaca Lora 65B En Pt Es Ca | 0K / 0.1 GB | 0 | 2 |
| VicUnlocked Alpaca 65B QLoRA | 0K / 1.6 GB | 0 | 16 |
| Qlora Self Instruct 65B | 0K / 3.2 GB | 0 | 2 |
| Qlora Flan 65B | 0K / 3.2 GB | 0 | 1 |
| Alpaca Lora 65B | 0K / 0.1 GB | 0 | 25 |
| Alpaca 65B | 0K / 0.1 GB | 0 | 17 |
| KoAlpaca 65B LoRA | 0K / 0.1 GB | 0 | 12 |
Note: green Score (e.g. "73.2") means that the model is better than timdettmers/guanaco-65b .
Rank the Guanaco 65B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803