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qwen3_5-full-attn-onlyNote: This model was assembled with qwen3_5-rebuild. Embedding and output projection weights are copied from the source model. Transformer blocks are freshly initialized (random, std=0.02). The model requires fine-tuning before it can generate coherent text.
KaniTTS-research-team/qwen-3.5-prepare-0.6b| Parameter | Value |
|---|---|
model_type | qwen3_5_text |
hidden_size | 1024 |
vocab_size | 248320 |
num_hidden_layers | 14 |
linear_attention layers | 0 |
full_attention layers | 14 |
| Component | Parameters | Notes |
|---|---|---|
embed_tokens (text emb) | 254.28M | ✅ copied from source |
lm_head | tied | ✅ shared with embed_tokens |
| transformer blocks | 256.94M | 🔄 freshly initialized |
final norm | 0.001M | 🔄 freshly initialized |
| Total | 511.22M | vs 586.36M source |
embed_tokensrepresents 49.7% of total parameters. It is the dominant component — 254M params encode 248,320 token embeddings × 1024 dims.
| Layer | Type | Attn params | MLP params | Total |
|---|---|---|---|---|
| 0 | full_attention | 7.341M | 11.010M | 18.353M |
| 1 | full_attention | 7.341M | 11.010M | 18.353M |
| 2 | full_attention | 7.341M | 11.010M | 18.353M |
| 3 | full_attention | 7.341M | 11.010M | 18.353M |
| 4 | full_attention | 7.341M | 11.010M | 18.353M |
| 5 | full_attention | 7.341M | 11.010M | 18.353M |
| 6 | full_attention | 7.341M | 11.010M | 18.353M |
| 7 | full_attention | 7.341M | 11.010M | 18.353M |
| 8 | full_attention | 7.341M | 11.010M | 18.353M |
| 9 | full_attention | 7.341M | 11.010M | 18.353M |
| 10 | full_attention | 7.341M | 11.010M | 18.353M |
| 11 | full_attention | 7.341M | 11.010M | 18.353M |
| 12 | full_attention | 7.341M | 11.010M | 18.353M |
| 13 | full_attention | 7.341M | 11.010M | 18.353M |
0: full_attention
1: full_attention
2: full_attention
3: full_attention
4: full_attention
5: full_attention
6: full_attention
7: full_attention
8: full_attention
9: full_attention
10: full_attention
11: full_attention
12: full_attention
13: full_attentionKaniTTS-research-team/qwen-3.5-prepare-0.6brandom init, std=0.02bfloat1642