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---
base_model:
- uukuguy/Orca-2-13b-f16
---
multstage abliteration
vllm (pretrained=/mnt/g/abliterated/Orca-2-13b-f16,add_bos_token=true,max_model_len=2048,dtype=float16,tensor_parallel_size=2,gpu_memory_utilization=0.8,max_num_seqs=3), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: 1
|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
|-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.496|± |0.0317|
| | |strict-match | 5|exact_match|↑ |0.488|± |0.0317|
vllm (pretrained=/mnt/g/abliterated/Orca-2-13b-abliterated-round1,add_bos_token=true,max_model_len=2048,dtype=float16,tensor_parallel_size=2,gpu_memory_utilization=0.8,max_num_seqs=3), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: 2
|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
|-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.536|± |0.0316|
| | |strict-match | 5|exact_match|↑ |0.528|± |0.0316|
vllm (pretrained=/mnt/g/abliterated/Orca-2-13b-abliterated-round2,add_bos_token=true,max_model_len=2048,dtype=float16,tensor_parallel_size=2,gpu_memory_utilization=0.85,max_num_seqs=4), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: 4
|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
|-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.512|± |0.0317|
| | |strict-match | 5|exact_match|↑ |0.500|± |0.0317| |