TINY THINKER INSTRUCT is an open-source language model by Shrijanagain. Features: 3b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.32.
Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-coder-... Codegen Conversational Dataset:shrijanagain/distillat... Distillation En Endpoints compatible Gguf Instruct Q4 Quantized Qwen Qwen2 Region:us Safetensors Sharded Shrijan Skt Tensorflow Thinker
Model Card on HF 🤗: https://huggingface.co/Shrijanagain/TINY-THINKER-INSTRUCT
TINY THINKER INSTRUCT 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)
TINY THINKER INSTRUCT Parameters and Internals
| LLM Name | TINY THINKER INSTRUCT |
| Repository 🤗 | https://huggingface.co/Shrijanagain/TINY-THINKER-INSTRUCT |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 6.2 GB |
| Updated | 2026-07-04 |
| Maintainer | Shrijanagain |
| Model Type | qwen2 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| GGUF Quantization | Yes |
| Quantization Type | gguf|q4|q4_k |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 5.12.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|vision_pad|> |
| Vocabulary Size | 151936 |
| Errors | replace |
Best Alternatives to TINY THINKER INSTRUCT
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| VibeThinker 3B Heretic | 128K / 6.2 GB | 1016 | 4 |
| Coder GRPO 3B | 32K / 6.2 GB | 1209 | 7 |
| Tiny Agent A 3B | 32K / 6.2 GB | 702 | 24 |
| ...wen2.5 Coder 3B Instruct V13.1 | 32K / 6.2 GB | 19 | 0 |
| ...2.5 Coder 3B Instruct Bnb 4bit | 32K / 2 GB | 18019 | 7 |
| Qwen2.5 Coder 3B Instruct 4bit | 32K / 1.7 GB | 1621 | 2 |
| Qwen3b Lora Finetune | 32K / 6.2 GB | 0 | 1 |
| Qwen3b Lora Finetune | 32K / 6.2 GB | 0 | 1 |
| VibeThinker 3B | 128K / 6.2 GB | 63449 | 747 |
| Tessa T1 3B | 117K / 6.2 GB | 8 | 5 |
Note: green Score (e.g. "73.2") means that the model is better than Shrijanagain/TINY-THINKER-INSTRUCT .
Rank the TINY THINKER INSTRUCT Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a