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 Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/pankajmathur/orca_mini_v9_7_3B-Instruct
Orca Mini V9 7 3B Instruct Benchmarks
MMLU Pro: 4.16
GPQA: 1.57
MUSR: 3.8
BBH: 6.3
IFEval: 56.18 vs 88 (so35)-36.2%
MATH Lvl 5: 3.25
LLME Score: 0.31508
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 7 3B Instruct Parameters and Internals
| LLM Name | Orca Mini V9 7 3B Instruct |
| Repository 🤗 | https://huggingface.co/pankajmathur/orca_mini_v9_7_3B-Instruct |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 6.5 GB |
| Updated | 2025-02-05 |
| Maintainer | pankajmathur |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Model Architecture | LlamaForCausalLM |
| License | llama3.2 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.47.0 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|finetune_right_pad_id|> |
| Vocabulary Size | 128256 |
| Torch Data Type | bfloat16 |
Best Alternatives to Orca Mini V9 7 3B Instruct
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Llama 3.2 3B Instruct | 128K / 6.5 GB | 1500707 | 951 |
| Llama 3.2 3B Bespoke Thought | 128K / 6.4 GB | 30 | 3 |
| Llama 3.2 3B Instruct | 128K / 6.4 GB | 380070 | 47 |
| Orca Mini V9 5 3B Instruct | 128K / 6.5 GB | 248 | 6 |
| Llama 3.2 3B Instruct | 128K / 6.5 GB | 579107 | 2 |
| Llama 3.2 3B Math Oct | 128K / 6.5 GB | 90 | 7 |
| Llama 3.2 3B RP DeepThink | 128K / 7.2 GB | 273 | 2 |
| Omni Reasoner3 Merged | 128K / 6.4 GB | 69 | 7 |
| Eximius Persona 5B | 128K / 11.6 GB | 32 | 3 |
| Smol Llama 3.2 3B | 128K / 7.2 GB | 138 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than pankajmathur/orca_mini_v9_7_3B-Instruct .
Rank the Orca Mini V9 7 3B Instruct Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227