4bit Autotrain compatible Conversational Dataset:lyte/reasoning-paused En Endpoints compatible Instruct Llama Model-index Pytorch Quantized Region:us Safetensors Sft Sharded Tensorflow Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/Lyte/Llama-3.2-3B-Overthinker
Llama 3.2 3B Overthinker Benchmarks
MMLU Pro: 22.06
GPQA: 1.23
MUSR: 3.9
BBH: 20.1
IFEval: 64.08 vs 88 (so35)-27.2%
MATH Lvl 5: 15.63
LLME Score: 0.29424
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)
Llama 3.2 3B Overthinker Parameters and Internals
| LLM Name | Llama 3.2 3B Overthinker |
| Repository 🤗 | https://huggingface.co/Lyte/Llama-3.2-3B-Overthinker |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 6.5 GB |
| Updated | 2025-03-12 |
| Maintainer | Lyte |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.44.2 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|finetune_right_pad_id|> |
| Vocabulary Size | 128256 |
| Torch Data Type | float16 |
Best Alternatives to Llama 3.2 3B Overthinker
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...2 3B Instruct Unsloth Bnb 4bit | 128K / 2.4 GB | 265318 | 6 |
| Llama32 3B En Emo 2000 Stp | 128K / 2.2 GB | 42 | 0 |
| Llama32 3B En Emo 300 Stp | 128K / 2.2 GB | 30 | 0 |
| ReasoningCore 3B 0 | 128K / 6.5 GB | 215 | 2 |
| Llama32 3B En Emo 1000 Stp | 128K / 2.2 GB | 13 | 0 |
| ...ngCore 3B Instruct R01 Reflect | 128K / 6.5 GB | 28 | 1 |
| Llama32 3B En Emo 5000 Stp | 128K / 2.2 GB | 13 | 0 |
| Security Llama3.2 3B | 128K / 6.5 GB | 58 | 0 |
| Llama 3.2 3B Unsloth Bnb 4bit | 128K / 2.4 GB | 26634 | 2 |
| Llama32 3B En Emo V3 | 128K / 2.2 GB | 67 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Lyte/Llama-3.2-3B-Overthinker .
Rank the Llama 3.2 3B Overthinker Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227