Model Name stringclasses 4
values | LoRA r int64 2 16 | LoRA Alpha int64 4 32 | Batch Size int64 4 16 | LoRA Target Modules stringclasses 6
values | LoRA Dropout float64 0 0.05 | Quantization stringclasses 1
value | Training Time (s) float64 86.3 6.1k | Memory (MB) float64 1.35k 9.13k | Final Eval Loss float64 0.71 1.64 | Perplexity float64 2.03 5.15 | Optimizer stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|
gpt2_sql-v3.4 | 8 | 16 | 4 | c_attn | 0 | Not Activated | 1,801.660375 | 1,465.344238 | 1.044234 | 2.841222 | AdamW |
gpt2_sql-v3.4 | 8 | 16 | 16 | c_attn | 0 | Not Activated | 731.46976 | 4,967.815918 | 1.212444 | 3.361691 | AdamW |
distilgpt2_sql-v3.4 | 8 | 16 | 16 | c_attn | 0 | Not Activated | 911.739789 | 4,803.91748 | 1.290506 | 3.634624 | AdamW |
distilgpt2_sql-v3.4 | 8 | 16 | 16 | c_attn | 0 | Not Activated | 1,351.010154 | 4,803.91748 | 1.239684 | 3.454523 | AdamW |
distilgpt2_sql-v3.4 | 16 | 32 | 16 | c_attn | 0 | Not Activated | 450.359402 | 4,806.19873 | 1.383864 | 3.990292 | AdamW |
distilgpt2_sql-v3.4 | 16 | 32 | 16 | c_attn | 0 | Not Activated | 1,734.851117 | 4,806.44873 | 1.275287 | 3.57973 | AdamW |
distilgpt2_sql-v3.4 | 16 | 32 | 4 | c_attn, c_proj | 0 | Not Activated | 2,411.043973 | 4,806.44873 | 0.945857 | 2.575019 | AdamW |
distilgpt2_sql-v3.4 | 16 | 32 | 4 | c_attn, c_proj | 0 | Not Activated | 2,485.931767 | 1,354.617676 | 0.943388 | 2.568669 | AdamW |
distilgpt2_sql-v3.4 | 16 | 32 | 4 | c_attn, c_proj | 0 | Not Activated | 2,416.62909 | 1,354.617676 | 0.9607 | 2.613526 | AdamW |
distilgpt2_sql-v3.4 | 16 | 32 | 16 | c_proj, c_attn | 0.05 | Not Activated | 3,135.862173 | 5,351.90625 | 1.080998 | 2.94762 | AdamW |
TinyLlama-lm_sql-v0.0 | 16 | 32 | 16 | q_proj, v_proj, k_proj | 0.05 | Not Activated | 6,100.803897 | 9,132.378906 | 0.718913 | 2.052201 | AdamW |
TinyLlama-lm_sql-v0.0 | 16 | 32 | 4 | k_proj, v_proj, q_proj | 0.05 | Not Activated | 1,810.583393 | 5,576.234863 | 0.707163 | 2.028229 | AdamW |
TinyLlama-lm_sql-v0.0 | 16 | 32 | 4 | v_proj, q_proj, k_proj | 0.05 | Not Activated | 4,127.666873 | 5,576.234863 | 0.707004 | 2.027906 | AdamW |
gpt2_sql-0.1 | 2 | 4 | 16 | c_proj, c_attn | 0.05 | Not Activated | 86.337586 | 5,414.905273 | 1.639499 | 5.152586 | AdamW |
No dataset card yet
- Downloads last month
- 1