Instructions to use Alogotron/a0-toolcall-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Alogotron/a0-toolcall-lora with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-7B-Instruct") model = PeftModel.from_pretrained(base_model, "Alogotron/a0-toolcall-lora") - Notebooks
- Google Colab
- Kaggle
Download eval-base.json from Alogotron/a0-toolcall-lora: direct link, hf CLI and curl.
- Browser
- Download file 11.4 kB
-
https://huggingface.co/Alogotron/a0-toolcall-lora/resolve/main/eval-base.json
- Command line
-
hf download hf://Alogotron/a0-toolcall-lora/eval-base.json
-
curl -L -o eval-base.json https://huggingface.co/Alogotron/a0-toolcall-lora/resolve/main/eval-base.json
11.4 kB
| { | |
| "summary": { | |
| "valid": 1, | |
| "invalid": 58, | |
| "stall": 0, | |
| "n": 59 | |
| }, | |
| "tag": "base", | |
| "details": [ | |
| { | |
| "chat_id": "oSL7k1kJ", | |
| "turn_no": 4, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Responding to a simple greeting.\", \"Preparing a friendly reply.\"]" | |
| }, | |
| { | |
| "chat_id": "oSL7k1kJ", | |
| "turn_no": 11, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is asking about the prompt include used in this chat.\", " | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 4, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking the status of logos node update\", \"Need to retrieve the " | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 7, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking the status of logos node update\", \"Need to retrieve the " | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 10, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking the status of logos node update\", \"Need to retrieve the " | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 14, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 17, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 20, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 23, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 26, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 29, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 32, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 42, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 45, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 48, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 51, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 54, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Checking for updates is necessary to ensure the system is current" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 58, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User needs a reminder of the plan\", \"The VPS is for bypassing out" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 106, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to analyze the update details\", \"Plan should include steps b" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 109, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to analyze the update details\", \"Plan should include steps b" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 112, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to analyze the update details\", \"Plan should include steps b" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 115, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to analyze the update details\", \"Plan should include steps b" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 118, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to analyze the update details\", \"Plan should include steps b" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 123, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User wants a simple response\", \"Providing a concise JSON output\"]" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 133, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is experiencing an issue after switching to Sonnet 5 and" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 136, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is experiencing an issue after switching to Sonnet 5 and" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 142, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is experiencing an issue after switching to Sonnet 5 and" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 145, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is experiencing an issue after switching to Sonnet 5 and" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 148, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is experiencing an issue after switching to Sonnet 5 and" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 151, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is experiencing an issue after switching to Sonnet 5 and" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 154, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is experiencing an issue after switching to Sonnet 5 and" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 164, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is asking about the best prize/quality model from Venice" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 167, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"The user is asking about the best prize/quality model from Venice" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 171, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User is likely interested in Venice AI models.\", \"I should provid" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 174, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User is likely interested in Venice AI models.\", \"I should provid" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 177, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User is likely interested in Venice AI models.\", \"I should provid" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 180, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User is likely interested in Venice AI models.\", \"I should provid" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 183, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User is likely interested in Venice AI models.\", \"I should provid" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 187, | |
| "verdict": "valid", | |
| "info": "search_engine" | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 208, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User encountered an issue with a new utility model for sonnet.\", " | |
| }, | |
| { | |
| "chat_id": "HdhGytF2", | |
| "turn_no": 218, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"User encountered an issue with a new utility model for sonnet.\", " | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 4, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 7, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 12, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 15, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 19, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 22, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 25, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 28, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 33, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 36, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "ifEGR1y0", | |
| "turn_no": 39, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Executing the specified Python script to reindex data.\", \"Waiting" | |
| }, | |
| { | |
| "chat_id": "kjWAK0yz", | |
| "turn_no": 3, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to find the official Logos sources for Basecamp Blockchain A" | |
| }, | |
| { | |
| "chat_id": "kjWAK0yz", | |
| "turn_no": 7, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to find the official Logos sources for Basecamp Blockchain A" | |
| }, | |
| { | |
| "chat_id": "kjWAK0yz", | |
| "turn_no": 10, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to find the official Logos sources for Basecamp Blockchain A" | |
| }, | |
| { | |
| "chat_id": "kjWAK0yz", | |
| "turn_no": 13, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to find the official Logos sources for Basecamp Blockchain A" | |
| }, | |
| { | |
| "chat_id": "kjWAK0yz", | |
| "turn_no": 16, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to find the official Logos sources for Basecamp Blockchain A" | |
| }, | |
| { | |
| "chat_id": "kjWAK0yz", | |
| "turn_no": 19, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to find the official Logos sources for Basecamp Blockchain A" | |
| }, | |
| { | |
| "chat_id": "kjWAK0yz", | |
| "turn_no": 22, | |
| "verdict": "invalid", | |
| "info": "{\"thoughts\": [\"Need to find the official Logos sources for Basecamp Blockchain A" | |
| } | |
| ] | |
| } |