NQ
python3 run.py --models hf_internlm2_7b --datasets nq_open_1shot_gen_20a989 --debug
python3 run.py --models hf_internlm2_chat_7b --datasets nq_open_1shot_gen_01cf41 --debug
Base Models
| model |
nq |
| llama-7b-turbomind |
15.10 |
| llama-13b-turbomind |
16.43 |
| llama-30b-turbomind |
22.11 |
| llama-65b-turbomind |
26.09 |
| llama-2-7b-turbomind |
14.35 |
| llama-2-13b-turbomind |
21.69 |
| llama-2-70b-turbomind |
23.27 |
| llama-3-8b-turbomind |
18.78 |
| llama-3-70b-turbomind |
31.88 |
| internlm2-1.8b-turbomind |
20.66 |
| internlm2-7b-turbomind |
41.05 |
| internlm2-20b-turbomind |
43.55 |
| qwen-1.8b-turbomind |
5.68 |
| qwen-7b-turbomind |
17.87 |
| qwen-14b-turbomind |
13.77 |
| qwen-72b-turbomind |
18.20 |
| qwen1.5-0.5b-hf |
6.01 |
| qwen1.5-1.8b-hf |
10.28 |
| qwen1.5-4b-hf |
15.73 |
| qwen1.5-7b-hf |
18.61 |
| qwen1.5-14b-hf |
16.07 |
| qwen1.5-32b-hf |
21.75 |
| qwen1.5-72b-hf |
20.53 |
| qwen1.5-moe-a2-7b-hf |
16.62 |
| mistral-7b-v0.1-hf |
20.66 |
| mistral-7b-v0.2-hf |
20.78 |
| mixtral-8x7b-v0.1-hf |
24.85 |
| mixtral-8x22b-v0.1-hf |
34.43 |
| yi-6b-hf |
10.08 |
| yi-34b-hf |
13.96 |
| deepseek-7b-base-hf |
8.45 |
| deepseek-67b-base-hf |
17.59 |
Chat Models
| model |
nq |
| qwen1.5-0.5b-chat-hf |
7.42 |
| qwen1.5-1.8b-chat-hf |
10.22 |
| qwen1.5-4b-chat-hf |
19.31 |
| qwen1.5-7b-chat-hf |
16.87 |
| qwen1.5-14b-chat-hf |
20.53 |
| qwen1.5-32b-chat-hf |
25.26 |
| qwen1.5-72b-chat-hf |
35.21 |
| qwen1.5-110b-chat-hf |
36.98 |
| internlm2-chat-1.8b-hf |
19.09 |
| internlm2-chat-1.8b-sft-hf |
18.14 |
| internlm2-chat-7b-hf |
28.73 |
| internlm2-chat-7b-sft-hf |
30.78 |
| internlm2-chat-20b-hf |
28.75 |
| internlm2-chat-20b-sft-hf |
34.10 |
| llama-3-8b-instruct-hf |
30.17 |
| llama-3-70b-instruct-hf |
40.25 |
| llama-3-8b-instruct-lmdeploy |
28.28 |
| llama-3-70b-instruct-lmdeploy |
39.14 |
| mistral-7b-instruct-v0.1-hf |
22.47 |
| mistral-7b-instruct-v0.2-hf |
25.18 |
| mixtral-8x7b-instruct-v0.1-hf |
32.08 |
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