A A series A1 Autotrain compatible Conversational En Endpoints compatible Qwen3 Region:us Safetensors Sam-reasoning Smilyai Smilyai-reasoning
Model Card on HF 🤗: https://huggingface.co/Smilyai-labs/Sam-reason-A1
Sam Reason A1 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)
Sam Reason A1 Parameters and Internals
| LLM Name | Sam Reason A1 |
| Repository 🤗 | https://huggingface.co/Smilyai-labs/Sam-reason-A1 |
| Model Size | 596m |
| Required VRAM | 2.4 GB |
| Updated | 2025-06-19 |
| Maintainer | Smilyai-labs |
| Model Type | qwen3 |
| Model Files | |
| Supported Languages | en |
| Model Architecture | Qwen3ForCausalLM |
| License | mit |
| Context Length | 40960 |
| Model Max Length | 40960 |
| Transformers Version | 4.52.3 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151936 |
| Torch Data Type | float32 |
| Errors | replace |
Best Alternatives to Sam Reason A1
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| SFT Nochat FULL DATA | 32K / 1.2 GB | 1489 | 0 |
| Sft Scp Epoch1 | 32K / 1.2 GB | 1482 | 0 |
| Full Dataset Instruction V4 | 32K / 1.2 GB | 229 | 0 |
| MNLP M3 Mcqa Model | 32K / 1.2 GB | 237 | 0 |
| CS552 M3 SFT Model | 32K / 1.2 GB | 262 | 0 |
| Fft Qwen | 32K / 0 GB | 220 | 0 |
| MNLP M3 DPO Model | 32K / 1.2 GB | 77 | 0 |
| MNLP M3 DPO Model Smoltalk All | 32K / 1.2 GB | 82 | 0 |
| Open Model | 32K / 1.2 GB | 105 | 0 |
| MNLP M3 SFT Code 5percent | 32K / 2.4 GB | 120 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Smilyai-labs/Sam-reason-A1 .
Rank the Sam Reason A1 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124