Qwen3 0.6B Heretic Abliterated Uncensored vs Cogito V1 Preview Qwen 32B
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Qwen3 0.6B Heretic Abliterated Uncensored | Cogito V1 Preview Qwen 32B | |
|---|---|---|
| Parameters | 596M | 32B |
| Context | 41K | 131K |
| Architecture | Qwen3ForCausalLM | Qwen2ForCausalLM |
| License | — | Apache 2.0 |
| Downloads | 1.7K | 43.2K |
| Released | Nov 2025 | Apr 2025 |
VRAM by Quantization: Qwen3 0.6B Heretic Abliterated Uncensored vs Cogito V1 Preview Qwen 32B
| Quantization | Bits | Qwen3 0.6B Heretic Abliterated Uncensored VRAM | Cogito V1 Preview Qwen 32B VRAM |
|---|---|---|---|
| Q2_K | 3.40 | 0.7 GB | 14.4 GB |
| Q3_K_M | 3.90 | 0.7 GB | 16.4 GB |
| Q3_K_S | 3.50 | 0.7 GB | 14.8 GB |
| Q4_0 | 4.00 | 0.7 GB | 16.8 GB |
| Q4_K_M | 4.80 | 0.8 GB | 20.0 GB |
| Q5_K_M | 5.70 | 0.8 GB | 23.6 GB |
| Q6_K | 6.60 | 0.9 GB | 27.2 GB |
| Q8_0 | 8.00 | 1.0 GB | 32.8 GB |
Verdict
Qwen3 0.6B Heretic Abliterated Uncensored needs less VRAM at Q4_K_M (0.8 GB vs 20.0 GB), so it fits on smaller GPUs. Cogito V1 Preview Qwen 32B supports a longer context window (131K tokens). Cogito V1 Preview Qwen 32B is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, Qwen3 0.6B Heretic Abliterated Uncensored or Cogito V1 Preview Qwen 32B?
At Q4_K_M, Qwen3 0.6B Heretic Abliterated Uncensored needs 0.8 GB and Cogito V1 Preview Qwen 32B needs 20.0 GB, so Qwen3 0.6B Heretic Abliterated Uncensored is the lighter option to run locally.
- Which has a longer context window, Qwen3 0.6B Heretic Abliterated Uncensored or Cogito V1 Preview Qwen 32B?
Qwen3 0.6B Heretic Abliterated Uncensored supports 40,960 tokens and Cogito V1 Preview Qwen 32B supports 131,072 tokens.
- What is the difference between Qwen3 0.6B Heretic Abliterated Uncensored and Cogito V1 Preview Qwen 32B?
Qwen3 0.6B Heretic Abliterated Uncensored is a 596M model from DavidAU (Qwen family), while Cogito V1 Preview Qwen 32B is a 32B model from deepcogito (Qwen family). Compare their VRAM requirements above to see which fits your GPU or Mac.