Analytical Reasoning Llama 3.2 1B is an open-source language model by DevQuasar. Features: 1b LLM, VRAM: 4.4GB, Context: 128K, License: llama3.2, Quantized, LLM Explorer Score: 0.16.
4-bit 4bit Base model:quantized:unsloth/l... Base model:unsloth/llama-3.2-1... Bitsandbytes Dataset:microsoft/orca-agentin... Llama Quantized Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/DevQuasar/analytical_reasoning_Llama-3.2-1B
Analytical Reasoning Llama 3.2 1B 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)
Analytical Reasoning Llama 3.2 1B Parameters and Internals
| LLM Name | Analytical Reasoning Llama 3.2 1B |
| Repository 🤗 | https://huggingface.co/DevQuasar/analytical_reasoning_Llama-3.2-1B |
| Base Model(s) | |
| Model Size | 1b |
| Required VRAM | 4.4 GB |
| Updated | 2026-06-30 |
| Maintainer | DevQuasar |
| Model Type | llama |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | LlamaForCausalLM |
| License | llama3.2 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.46.2 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|finetune_right_pad_id|> |
| Vocabulary Size | 128256 |
| Torch Data Type | float16 |
Best Alternatives to Analytical Reasoning Llama 3.2 1B
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Likes |
|---|---|---|---|
| ...1B Agentic Tooluse Merged FP16 | 128K / 2.2 GB | 898 | 0 |
| Llama 3 8B Legal Chatbot Id | 128K / 2.5 GB | 326 | 0 |
| ...lama 3.2 1B Legal Id Finetuned | 128K / 2.5 GB | 267 | 0 |
| MiniCPM5 1B 8bit | 128K / 1.1 GB | 2086 | 2 |
| AeroCart Support Bot SFT | 128K / 2.5 GB | 145 | 1 |
| MiniCPM5 1B OptiQ 4bit | 128K / 0.9 GB | 1126 | 7 |
| Humanizer 1B OptiQ 4bit | 128K / 0.9 GB | 104 | 3 |
| Llama3.2 1B HAREM | 128K / 2.5 GB | 411 | 0 |
| Diqie123 | 128K / 2.5 GB | 175 | 0 |
| CodeNexus | 128K / 2.5 GB | 44 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than DevQuasar/analytical_reasoning_Llama-3.2-1B .
Rank the Analytical Reasoning Llama 3.2 1B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a