4bit Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Conversational Dataset:pankajmathur/orca mini... Dataset:pankajmathur/orca mini... En Endpoints compatible Instruct Llama Quantized Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/pankajmathur/orca_mini_v9_5_1B-Instruct_preview
Orca Mini V9 5 1B Instruct Preview Benchmarks
MMLU Pro: 3.64
GPQA: 1.79
MUSR: 3.03
BBH: 5.58
IFEval: 39.36 vs 88 (so35)-55.3%
MATH Lvl 5: 3.85
LLME Score: 0.26882
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)
Orca Mini V9 5 1B Instruct Preview Parameters and Internals
| LLM Name | Orca Mini V9 5 1B Instruct Preview |
| Repository 🤗 | https://huggingface.co/pankajmathur/orca_mini_v9_5_1B-Instruct_preview |
| Base Model(s) | |
| Model Size | 1b |
| Required VRAM | 2.5 GB |
| Updated | 2025-03-12 |
| Maintainer | pankajmathur |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | LlamaForCausalLM |
| License | llama3.2 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.47.1 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|finetune_right_pad_id|> |
| Vocabulary Size | 128256 |
| Torch Data Type | bfloat16 |
Best Alternatives to Orca Mini V9 5 1B Instruct Preview
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...2 1B Instruct Unsloth Bnb 4bit | 128K / 1.1 GB | 88553 | 2 |
| Llama 3.2 1B Instruct 4bit | 128K / 0.7 GB | 1376927 | 13 |
| Llama 3.2 1B Instruct Bnb 4bit | 128K / 1 GB | 92087 | 14 |
| Llama Deepsync 1B | 128K / 2.5 GB | 185 | 12 |
| Orca Mini V9 5 1B Instruct | 128K / 2.5 GB | 67 | 4 |
| Orca Mini V9 1 1B Instruct | 128K / 2.5 GB | 68 | 3 |
| Bunder 1B V0.1 | 128K / 2.5 GB | 78 | 0 |
| ...truct Gptqmodel 4bit Vortex V1 | 128K / 1.6 GB | 91 | 2 |
| Llama SmolTalk 3.2 1B Instruct | 128K / 2.5 GB | 642 | 11 |
| FineTome Llama3.2 1B 0929 | 128K / 2.5 GB | 132 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than pankajmathur/orca_mini_v9_5_1B-Instruct_preview .
Rank the Orca Mini V9 5 1B Instruct Preview Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227