Arxiv:1910.09700 4bit 8-bit Adapter Base model:adapter:unsloth/lla... Base model:unsloth/llama-3-8b-... Endpoints compatible Finetuned Lora Peft Quantized Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/zaddyzaddy/soro
Soro 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)
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Soro Parameters and Internals
| LLM Name | Soro |
| Repository 🤗 | https://huggingface.co/zaddyzaddy/soro |
| Base Model(s) | |
| Model Size | 8b |
| Required VRAM | 5.8 GB |
| Updated | 2025-02-04 |
| Maintainer | zaddyzaddy |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | Adapter |
| Model Max Length | 8192 |
| Is Biased | none |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|reserved_special_token_250|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | down_proj|up_proj|gate_proj|k_proj|v_proj|q_proj|o_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0 |
| R Param | 16 |
Best Alternatives to Soro
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Arabic DeepSeek R1 Distill 8B | 0K / 0 GB | 2135 | 4 |
| Llama 3 8B Muxue 1.0 Lora | 0K / 0.2 GB | 25 | 0 |
| ...ma3 Instruct Chat FCAIBylaw V1 | 0K / 0.2 GB | 5 | 0 |
| BlueMoon Llama3 | 0K / 0.7 GB | 10 | 0 |
| Llama3 RP ORPO LoRA | 0K / 0.7 GB | 37 | 0 |
| RP Format QuoteAsterisk Llama3 | 0K / 1.3 GB | 7 | 0 |
| Theory Of Mind Llama3 | 0K / 1.3 GB | 7 | 0 |
| Llama3 Aesir Preview LoRA 128 | 0K / 1.3 GB | 38 | 0 |
| Llama3 RP ORPO LoRA | 0K / 0.7 GB | 5 | 0 |
| Lora Model | 0K / 0.2 GB | 8 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than zaddyzaddy/soro .
Rank the Soro Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227