Arxiv:1910.09700 Adapter Base model:adapter:nousresearc... Base model:nousresearch/meta-l... Finetuned Instruct Lora Peft Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/ImagineIt/big-dataset-2-5e-lora
Big Dataset 2 5e Lora 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)
Big Dataset 2 5e Lora Parameters and Internals
| LLM Name | Big Dataset 2 5e Lora |
| Repository 🤗 | https://huggingface.co/ImagineIt/big-dataset-2-5e-lora |
| Base Model(s) | |
| Model Size | 8b |
| Required VRAM | 0 GB |
| Updated | 2024-11-17 |
| Maintainer | ImagineIt |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | Adapter |
| Model Max Length | 50000 |
| Is Biased | none |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|reserved_special_token_250|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | q_proj|k_proj|gate_proj|o_proj|v_proj|down_proj|up_proj |
| LoRA Alpha | 256 |
| LoRA Dropout | 0 |
| R Param | 256 |
Best Alternatives to Big Dataset 2 5e Lora
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ... 3 8B Instruct Bvr Finetune V3 | 8K / 16.1 GB | 5 | 0 |
| Flippa V6 | 0K / 0 GB | 4 | 1 |
| ...lama 3 1 8B Instruct Orca ORPO | 0K / 0.1 GB | 6 | 2 |
| Vortex2 | 0K / 4.4 GB | 8 | 0 |
| ...ight AGI Llama3.1 8B UC200k V2 | 0K / 0.2 GB | 7 | 2 |
| Llama 3 8B Claudstruct V3 | 0K / 0.1 GB | 53 | 0 |
| FineLlama3.1 8B Instruct Lora | 0K / 0.2 GB | 0 | 1 |
| Llama3 8B Instruct Code | 0K / 0.2 GB | 5 | 1 |
| Llama 3 8B Claudstruct V1 | 0K / 0.1 GB | 6 | 0 |
| ...Llama 3 8B Instruct ORPO QLoRA | 0K / 0.7 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than ImagineIt/big-dataset-2-5e-lora .
Rank the Big Dataset 2 5e Lora Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227