Autotrain compatible Base model:adapter:qwen/qwen3-... Base model:qwen/qwen3-4b Conversational Dataset:nvidia/openmathreasoni... En Endpoints compatible Finetuned Grpo Lora Math Mathematical-reasoning Qwen3 Reasoning Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/sizzlebop/crystal-think-v1.0
Crystal Think V1.0 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)
Crystal Think V1.0 Parameters and Internals
| LLM Name | Crystal Think V1.0 |
| Repository 🤗 | https://huggingface.co/sizzlebop/crystal-think-v1.0 |
| Base Model(s) | |
| Model Size | 4b |
| Required VRAM | 8.1 GB |
| Updated | 2025-06-24 |
| Maintainer | sizzlebop |
| Model Files | |
| Supported Languages | en |
| Model Architecture | AutoModelForCausalLM |
| License | apache-2.0 |
| Model Max Length | 40960 |
| Is Biased | none |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|vision_pad|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | up_proj|k_proj|v_proj|gate_proj|q_proj|o_proj|down_proj |
| LoRA Alpha | 64 |
| LoRA Dropout | 0 |
| R Param | 32 |
| Errors | replace |
Best Alternatives to Crystal Think V1.0
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen 3 4B Text To SQL | 0K / 8.1 GB | 124 | 2 |
| Crystal Think V2 | 0K / 8.1 GB | 5 | 7 |
| Crystal Think V1 | 0K / 8.1 GB | 52 | 1 |
| MING MoE 4B | 0K / 0.3 GB | 0 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than sizzlebop/crystal-think-v1.0 .
Rank the Crystal Think V1.0 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124