3b Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Brazil Context-dynamic Conversational Endpoints compatible Facebook Function-calls Llama Meta Neuralake Open-source Pytorch Reasoning Region:us Sharded Small-models Synthetic-data
Model Card on HF 🤗: https://huggingface.co/NeuraLakeAi/iSA-03-Mini-3B-Hybrid-Preview
ISA 03 Mini 3B Hybrid Preview 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)
ISA 03 Mini 3B Hybrid Preview Parameters and Internals
| LLM Name | ISA 03 Mini 3B Hybrid Preview |
| Repository 🤗 | https://huggingface.co/NeuraLakeAi/iSA-03-Mini-3B-Hybrid-Preview |
| Model Name | NeuraLake iSA-03-Mini-3B-Preview (Hybrid) |
| Model Creator | Celso H A Diniz |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 6.5 GB |
| Updated | 2025-05-31 |
| Maintainer | NeuraLakeAi |
| Model Type | llama |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 262144 |
| Model Max Length | 262144 |
| Transformers Version | 4.46.2 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|finetune_right_pad_id|> |
| Vocabulary Size | 128256 |
| Torch Data Type | float16 |
Best Alternatives to ISA 03 Mini 3B Hybrid Preview
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Llama 3.2 3B Instruct | 128K / 6.5 GB | 1713021 | 1486 |
| Llama 3.2 3B | 128K / 6.5 GB | 404383 | 568 |
| Hermes 3 Llama 3.2 3B | 128K / 6.5 GB | 39491 | 159 |
| Cogito V1 Preview Llama 3B | 128K / 7.2 GB | 2886 | 95 |
| DeepSeek R1 Distill Llama 3B | 128K / 6.5 GB | 430 | 11 |
| Calme 3.1 Llamaloi 3B | 128K / 10.6 GB | 3380 | 1 |
| Orpheus 3B 0.1 Ft | 128K / 6.6 GB | 14243 | 3 |
| Orpheus 3B 0.1 Pretrained | 128K / 6.6 GB | 10883 | 0 |
| Llama 3.2 3B RP Toxic Fuse | 128K / 6.4 GB | 11 | 2 |
| Llama 3.2 3B Instruct | 128K / 6.5 GB | 209051 | 66 |
Note: green Score (e.g. "73.2") means that the model is better than NeuraLakeAi/iSA-03-Mini-3B-Hybrid-Preview .
Rank the ISA 03 Mini 3B Hybrid Preview Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227