4bit Adapter Base model:finetune:unsloth/ti... Base model:unsloth/tinyllama-b... Dataset:generator Finetuned Generated from trainer Lora Quantized Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/mrm8488/tinyllama-ft-codeAlpaca-adapter
Tinyllama Ft CodeAlpaca Adapter 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)
Tinyllama Ft CodeAlpaca Adapter Parameters and Internals
| Additional Notes |
| |||
| Training Details |
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| LLM Name | Tinyllama Ft CodeAlpaca Adapter |
| Repository 🤗 | https://huggingface.co/mrm8488/tinyllama-ft-codeAlpaca-adapter |
| Base Model(s) | |
| Required VRAM | 0.1 GB |
| Updated | 2025-02-05 |
| Maintainer | mrm8488 |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Is Biased | none |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | q_proj|k_proj|down_proj|o_proj|gate_proj|v_proj|up_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0 |
| R Param | 32 |
Best Alternatives to Tinyllama Ft CodeAlpaca Adapter
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| NaturalLanguagePioneersSTEMExp | 0K / 0.4 GB | 5 | 0 |
| Mymodel | 0K / 0.1 GB | 6 | 0 |
| C4ai Command R V01 SFT | 0K / 0.2 GB | 2 | 1 |
| ...tai Prompts Falcon 15k V2 4bit | 0K / 0 GB | 15 | 1 |
| Open Llama3B 4bit Lora | 0K / 0 GB | 2 | 3 |
| Phi 3 Mini 4K Instruct Sa V0.1 | 0K / 0 GB | 8 | 0 |
| Samantha Omni Humanlike Lora | 0K / 0 GB | 23 | 3 |
| Reflection Model | 0K / 0.2 GB | 0 | 1 |
| SpectraMind | 0K / 16.1 GB | 100 | 3 |
| Ktotest | 0K / 0.3 GB | 9 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than mrm8488/tinyllama-ft-codeAlpaca-adapter .
Rank the Tinyllama Ft CodeAlpaca Adapter Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227