Autotrain compatible Base model:epistemeai/reasonin... Base model:finetune:epistemeai... Conversational En Endpoints compatible Instruct Llama Region:us Safetensors Sharded Tensorflow Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect-Math
ReasoningCore 3B Instruct R01 Reflect Math 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)
ReasoningCore 3B Instruct R01 Reflect Math Parameters and Internals
| LLM Name | ReasoningCore 3B Instruct R01 Reflect Math |
| Repository 🤗 | https://huggingface.co/EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect-Math |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 6.5 GB |
| Updated | 2025-08-26 |
| Maintainer | EpistemeAI |
| 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 | 4.48.3 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|finetune_right_pad_id|> |
| Vocabulary Size | 128256 |
| Torch Data Type | bfloat16 |
Best Alternatives to ReasoningCore 3B Instruct R01 Reflect Math
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Llama 3.2 3B Instruct | 128K / 6.5 GB | 1821817 | 1672 |
| DeepSeek R1 Distill Llama 3B | 128K / 6.5 GB | 1238 | 16 |
| Llama 3.2 3B RP Toxic Fuse | 128K / 6.4 GB | 9 | 2 |
| Zeitgeist 3B V1 | 128K / 6.5 GB | 105 | 5 |
| ... 3.2 3B Math Instruct RE1 ORPO | 128K / 6.5 GB | 48 | 0 |
| Llama 3.2 3B ToxicKod | 128K / 6.4 GB | 7 | 2 |
| ReasoningCore 3B T1 1 | 128K / 6.5 GB | 9 | 1 |
| Llama 3.2 3B Instruct | 128K / 6.5 GB | 190364 | 75 |
| Orca Mini V9 5 3B Instruct | 128K / 6.5 GB | 8 | 6 |
| Orca Mini V9 6 3B Instruct | 128K / 6.5 GB | 7 | 4 |
Note: green Score (e.g. "73.2") means that the model is better than EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect-Math .
Rank the ReasoningCore 3B Instruct R01 Reflect Math Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124