GrayLine Qwen3 0.6B BETA is an open-source language model by soob3123. Features: 0.6b LLM, VRAM: 1.2GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.19.
Amoral-ai Autotrain compatible Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-0.6b Conversational Dataset:soob3123/grayline-qa Dataset:soob3123/grayline-qa-r... Direct-answer En Endpoints compatible General-knowledge Information-retrieval Qwen3 Region:us Safetensors Uncensored Unfiltered
Model Card on HF 🤗: https://huggingface.co/soob3123/GrayLine-Qwen3-0.6B-BETA
GrayLine Qwen3 0.6B BETA 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)
GrayLine Qwen3 0.6B BETA Parameters and Internals
| LLM Name | GrayLine Qwen3 0.6B BETA |
| Repository 🤗 | https://huggingface.co/soob3123/GrayLine-Qwen3-0.6B-BETA |
| Base Model(s) | |
| Model Size | 0.6b |
| Required VRAM | 1.2 GB |
| Updated | 2025-05-14 |
| Maintainer | soob3123 |
| Model Type | qwen3 |
| Model Files | |
| Supported Languages | en |
| Model Architecture | Qwen3ForCausalLM |
| License | apache-2.0 |
| Context Length | 40960 |
| Model Max Length | 40960 |
| Transformers Version | 4.51.3 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|vision_pad|> |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to GrayLine Qwen3 0.6B BETA
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen3 Reranker 0.6B | 40K / 1.2 GB | 1424638 | 335 |
| Qwen3 0.6B FP8 | 40K / 1.1 GB | 1715405 | 58 |
| Meet7.5 0.6b Writer Exp | 40K / 1.2 GB | 393 | 0 |
| Meet7.5 0.6B | 40K / 1.2 GB | 320 | 0 |
| Qwen3 0.6B | 40K / 1.2 GB | 259542 | 20 |
| Medical QA | 40K / 1.2 GB | 452 | 1 |
| Meet7.1 0.6B | 40K / 1.2 GB | 283 | 0 |
| PARD Qwen3 0.6B | 40K / 1.5 GB | 5445 | 2 |
| Qwen3 0.6B Instruct | 40K / 1.5 GB | 53 | 0 |
| OuteTTS 1.0 0.6B | 40K / 1.2 GB | 2714 | 93 |
Note: green Score (e.g. "73.2") means that the model is better than soob3123/GrayLine-Qwen3-0.6B-BETA .
Rank the GrayLine Qwen3 0.6B BETA Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a