4-bit Adapter Base model:adapter:fischerboot... Base model:fischerboot/llama3-... Bitsandbytes Finetuned Generated from trainer Llama Lora Peft Region:us
Model Card on HF 🤗: https://huggingface.co/Fischerboot/llama3-sophie-adapter-model
Llama3 Sophie Adapter Model 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)
Llama3 Sophie Adapter Model Parameters and Internals
| Model Type |
| ||||||
| Training Details |
|
| LLM Name | Llama3 Sophie Adapter Model |
| Repository 🤗 | https://huggingface.co/Fischerboot/llama3-sophie-adapter-model |
| Base Model(s) | |
| Required VRAM | 5.4 GB |
| Updated | 2025-02-22 |
| Maintainer | Fischerboot |
| Model Files | |
| Model Architecture | Adapter |
| Is Biased | none |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|end_of_text|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | o_proj|up_proj|q_proj|v_proj|gate_proj|down_proj|k_proj |
| LoRA Alpha | 512 |
| LoRA Dropout | 0.05 |
| R Param | 1024 |
Best Alternatives to Llama3 Sophie Adapter Model
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Phi 3 Mini 4K Instruct Sa V0.1 | 0K / 0 GB | 8 | 0 |
| Samantha Omni Humanlike Lora | 0K / 0 GB | 56 | 3 |
| ...is Violet Toxic GRPO V0.4 Lora | 0K / 0.5 GB | 12 | 0 |
| Reflection Model | 0K / 0.2 GB | 0 | 1 |
| SpectraMind | 0K / 16.1 GB | 120 | 3 |
| ...mall Physics Finetuned Adapter | 0K / 0.1 GB | 8 | 1 |
| SpectraMindQ | 0K / 0.2 GB | 8 | 1 |
| L3.1 Spark R64 LoRA | 0K / 0.4 GB | 8 | 0 |
| Mistral Small Fujin Qlora | 0K / 0.8 GB | 47 | 2 |
| Mistral Small Dampf Qlora | 0K / 0.8 GB | 19 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Fischerboot/llama3-sophie-adapter-model .
Rank the Llama3 Sophie Adapter Model Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227