GrepSeek Qwen3.5 9B GRPO vs Cogito V1 Preview Qwen 32B
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| GrepSeek Qwen3.5 9B GRPO | Cogito V1 Preview Qwen 32B | |
|---|---|---|
| Parameters | 9.4B | 32B |
| Context | 262K | 131K |
| Architecture | Qwen3_5ForConditionalGeneration | Qwen2ForCausalLM |
| License | Apache 2.0 | Apache 2.0 |
| Downloads | 474 | 43.2K |
| Released | May 2026 | Apr 2025 |
VRAM by Quantization: GrepSeek Qwen3.5 9B GRPO vs Cogito V1 Preview Qwen 32B
| Quantization | Bits | GrepSeek Qwen3.5 9B GRPO VRAM | Cogito V1 Preview Qwen 32B VRAM |
|---|---|---|---|
| Q2_K | 3.40 | — | 14.4 GB |
| Q3_K_M | 3.90 | — | 16.4 GB |
| Q3_K_S | 3.50 | — | 14.8 GB |
| Q4_0 | 4.00 | — | 16.8 GB |
| Q4_K_M | 4.80 | 6.2 GB | 20.0 GB |
| Q5_K_M | 5.70 | 7.3 GB | 23.6 GB |
| Q6_K | 6.60 | 8.3 GB | 27.2 GB |
| Q8_0 | 8.00 | 10.0 GB | 32.8 GB |
Verdict
GrepSeek Qwen3.5 9B GRPO needs less VRAM at Q4_K_M (6.2 GB vs 20.0 GB), so it fits on smaller GPUs. GrepSeek Qwen3.5 9B GRPO supports a longer context window (262K tokens). Cogito V1 Preview Qwen 32B is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, GrepSeek Qwen3.5 9B GRPO or Cogito V1 Preview Qwen 32B?
At Q4_K_M, GrepSeek Qwen3.5 9B GRPO needs 6.2 GB and Cogito V1 Preview Qwen 32B needs 20.0 GB, so GrepSeek Qwen3.5 9B GRPO is the lighter option to run locally.
- Which has a longer context window, GrepSeek Qwen3.5 9B GRPO or Cogito V1 Preview Qwen 32B?
GrepSeek Qwen3.5 9B GRPO supports 262,144 tokens and Cogito V1 Preview Qwen 32B supports 131,072 tokens.
- What is the difference between GrepSeek Qwen3.5 9B GRPO and Cogito V1 Preview Qwen 32B?
GrepSeek Qwen3.5 9B GRPO is a 9.4B model from alireza7 (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.