Adapter Base model:adapter:deci/decico... Base model:deci/decicoder-1b Finetuned Lora Peft Region:us
Model Card on HF 🤗: https://huggingface.co/Rexe/Deci-Decicoder-1b-lora-coder
Deci Decicoder 1B Lora Coder 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)
Deci Decicoder 1B Lora Coder Parameters and Internals
| Additional Notes |
|
| LLM Name | Deci Decicoder 1B Lora Coder |
| Repository 🤗 | https://huggingface.co/Rexe/Deci-Decicoder-1b-lora-coder |
| Base Model(s) | |
| Model Size | 1b |
| Required VRAM | 0 GB |
| Updated | 2025-02-05 |
| Maintainer | Rexe |
| Model Files | |
| Model Architecture | Adapter |
| Is Biased | none |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | q_proj|v_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
Best Alternatives to Deci Decicoder 1B Lora Coder
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...iabolic6045 ELN AOC CAIN QLoRA | 0K / 0 GB | 19 | 0 |
| Openhermes 1B Olmo Sft Qlora | 0K / 0 GB | 5 | 0 |
| Zephyr 1B Olmo Sft Qlora | 0K / 0 GB | 3 | 1 |
| Peft Starcoder Lora Python | 0K / 0 GB | 5 | 0 |
| Prem 1B Chat 32K | 0K / 1.4 GB | 8 | 1 |
| Prem 1B 32K | 0K / 1.4 GB | 6 | 1 |
| ...ama 3 1M Context Gradient Lora | 0K / 3.5 GB | 0 | 12 |
| Falcon Arxiv Long Summary 1B | 0K / 0.2 GB | 5 | 1 |
| ...lcon 1B HomemadePromptImprover | 0K / 0 GB | 0 | 1 |
| Falcon 1B Odia Lora Pt | 0K / 0.9 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Rexe/Deci-Decicoder-1b-lora-coder .
Rank the Deci Decicoder 1B Lora Coder Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227