---
# System prepended metadata

title: DABstep evaluation

---

# DABstep evaluation

Before fixing `open` issue in the agent:

| Model | Easy accuracy |
| -------- | -------- |
| Qwen/Qwen2.5-32B-Instruct      | 62.50% |
| Qwen/Qwen2.5-32B-Instruct-AWQ  | 59.72% |
| Qwen2.5_32B_sft_csot_alpaca_32b_a63_m50_code_v7_awq | 9.72% \* |
\* ran on older version of library

After fixing `open` using 14 steps, better prompt, gredy encoding and 30k context length:

| Model | Easy accuracy | path |
| -------- | -------- | - |
| Qwen/Qwen2.5-32B-Instruct      | 75.00% | `/nas/projects/llm/models/msokolsk/dabstep.b.op.1l2`
| Qwen/Qwen2.5-Coder-32B-Instruct  | 58.33%\* | `/nas/projects/llm/models/msokolsk/dabstep.b.32c.1`
| Qwen/Qwen2.5-32B-Instruct-AWQ      | 69.44% | `/nas/projects/llm/models/msokolsk/dabstep.b.op.1awq`
| Qwen/Qwen2.5-14B-Instruct  | 61.11% | `/nas/projects/llm/models/msokolsk/dabstep.b.op.2`
| Qwen/Qwen2.5-Coder-14B-Instruct  | 25.00% | `/nas/projects/llm/models/msokolsk/dabstep.b.op.3`
| Qwen2.5_32B_sft_csot_alpaca_32b_a63_m50_code_v7_awq | 15.28%\* | `/nas/projects/llm/models/msokolsk/dabstep.b.op.4.us2` 
| sft_csot_alpaca_32b_a63_m50_code_kd_v1  | 0.00%\* | `/nas/projects/llm/models/msokolsk/dabstep.32pk.1`

\* Ran with 10k context length

# LATEST RESULTS
After fixing prompt (payments.csv), greedy encoding, context length 10k

| Model | Easy accuracy | path |
| -------- | -------- | - |
| Qwen/Qwen2.5-32B-Instruct      | 73.61% | `/nas/projects/llm/models/msokolsk/dabstep.32.2`
| Qwen/Qwen2.5-32B-Instruct-AWQ      | 66.67% | `/nas/projects/llm/models/msokolsk/dabstep.32a.2`
| Qwen/Qwen2.5-Coder-32B-Instruct  | 72.22% | `/nas/projects/llm/models/msokolsk/dabstep.b.32c.2`
| Qwen/Qwen2.5-14B-Instruct  | 66.67% | `/nas/projects/llm/models/msokolsk/dabstep.14b`
| Qwen/Qwen2.5-14B-Instruct-AWQ  | 62.50% | `/nas/projects/llm/models/msokolsk/dabstep.14b.a`
| Qwen/Qwen2.5-Coder-14B-Instruct  | 59.72% | `/nas/projects/llm/models/msokolsk/dabstep.13c.2`
| Qwen2.5_32B_sft_csot_alpaca_32b_a63_m50_code_v7_awq | 41.67% | `/nas/projects/llm/models/msokolsk/dabstep.us.2` 
| sft_csot_alpaca_32b_a63_m50_code_kd_v1  | 0.00% | `/nas/projects/llm/models/msokolsk/dabstep.32pk.2`