[2026-05-08 20:23:56,529][terra_q_train.logger][INFO] - Starting training
[2026-05-08 20:23:56,909][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
[2026-05-08 20:23:57,511][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:23:57,526][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:23:57,788][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/adapter_config.json "HTTP/1.1 404 Not Found"
[2026-05-08 20:23:58,178][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
[2026-05-08 20:23:58,474][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/unslothai/lambda/revision/main "HTTP/1.1 200 OK"
[2026-05-08 20:23:58,713][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/lambda/resolve/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/model.safetensors "HTTP/1.1 302 Found"
[2026-05-08 20:23:58,736][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/lambda/resolve/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/README.md "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:23:58,749][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/lambda/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/README.md "HTTP/1.1 200 OK"
[2026-05-08 20:23:58,766][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/lambda/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/README.md "HTTP/1.1 200 OK"
[2026-05-08 20:23:58,827][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/lambda/resolve/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:23:58,838][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/lambda/resolve/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/.gitattributes "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:23:58,840][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/lambda/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:23:58,851][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/lambda/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/.gitattributes "HTTP/1.1 200 OK"
[2026-05-08 20:23:58,853][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/lambda/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:23:58,864][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/lambda/d508d227b9e1298d9e968ad6ea13572c7e0da4f6/.gitattributes "HTTP/1.1 200 OK"
[2026-05-08 20:23:58,952][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/unslothai/lambda/xet-read-token/d508d227b9e1298d9e968ad6ea13572c7e0da4f6 "HTTP/1.1 200 OK"
[2026-05-08 20:24:00,719][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/unslothai/repeat/revision/main "HTTP/1.1 200 OK"
[2026-05-08 20:24:00,952][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/repeat/resolve/7c48478c02f84ed89f149b0815cc0216ee831fb0/.gitattributes "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:00,963][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/repeat/7c48478c02f84ed89f149b0815cc0216ee831fb0/.gitattributes "HTTP/1.1 200 OK"
[2026-05-08 20:24:00,975][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/repeat/7c48478c02f84ed89f149b0815cc0216ee831fb0/.gitattributes "HTTP/1.1 200 OK"
[2026-05-08 20:24:01,023][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/repeat/resolve/7c48478c02f84ed89f149b0815cc0216ee831fb0/README.md "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:01,035][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/repeat/7c48478c02f84ed89f149b0815cc0216ee831fb0/README.md "HTTP/1.1 200 OK"
[2026-05-08 20:24:01,049][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/repeat/7c48478c02f84ed89f149b0815cc0216ee831fb0/README.md "HTTP/1.1 200 OK"
[2026-05-08 20:24:01,075][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/repeat/resolve/7c48478c02f84ed89f149b0815cc0216ee831fb0/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:01,086][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/repeat/7c48478c02f84ed89f149b0815cc0216ee831fb0/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:01,099][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/repeat/7c48478c02f84ed89f149b0815cc0216ee831fb0/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:01,111][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/repeat/resolve/7c48478c02f84ed89f149b0815cc0216ee831fb0/model.safetensors "HTTP/1.1 302 Found"
[2026-05-08 20:24:01,345][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/unslothai/repeat/xet-read-token/7c48478c02f84ed89f149b0815cc0216ee831fb0 "HTTP/1.1 200 OK"
[2026-05-08 20:24:02,893][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/unslothai/vram-24/revision/main "HTTP/1.1 200 OK"
[2026-05-08 20:24:03,134][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/vram-24/resolve/61324ceeacd75b2b31f7a789a9c9d82058e6118c/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:03,145][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/vram-24/61324ceeacd75b2b31f7a789a9c9d82058e6118c/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:03,159][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/vram-24/61324ceeacd75b2b31f7a789a9c9d82058e6118c/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:03,212][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/vram-24/resolve/61324ceeacd75b2b31f7a789a9c9d82058e6118c/.gitattributes "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:03,225][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/vram-24/61324ceeacd75b2b31f7a789a9c9d82058e6118c/.gitattributes "HTTP/1.1 200 OK"
[2026-05-08 20:24:03,239][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/vram-24/61324ceeacd75b2b31f7a789a9c9d82058e6118c/.gitattributes "HTTP/1.1 200 OK"
[2026-05-08 20:24:03,252][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/vram-24/resolve/61324ceeacd75b2b31f7a789a9c9d82058e6118c/README.md "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:03,257][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/vram-24/resolve/61324ceeacd75b2b31f7a789a9c9d82058e6118c/model.safetensors "HTTP/1.1 302 Found"
[2026-05-08 20:24:03,270][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/vram-24/61324ceeacd75b2b31f7a789a9c9d82058e6118c/README.md "HTTP/1.1 200 OK"
[2026-05-08 20:24:03,283][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/vram-24/61324ceeacd75b2b31f7a789a9c9d82058e6118c/README.md "HTTP/1.1 200 OK"
[2026-05-08 20:24:03,497][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/unslothai/vram-24/xet-read-token/61324ceeacd75b2b31f7a789a9c9d82058e6118c "HTTP/1.1 200 OK"
[2026-05-08 20:24:05,067][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/unslothai/1/revision/main "HTTP/1.1 200 OK"
[2026-05-08 20:24:05,315][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/1/resolve/7ec782b7604cd9ea0781c23a4270f031650f5617/model.safetensors "HTTP/1.1 302 Found"
[2026-05-08 20:24:05,376][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/1/resolve/7ec782b7604cd9ea0781c23a4270f031650f5617/.gitattributes "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:05,381][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/1/resolve/7ec782b7604cd9ea0781c23a4270f031650f5617/README.md "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:05,389][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/1/7ec782b7604cd9ea0781c23a4270f031650f5617/.gitattributes "HTTP/1.1 200 OK"
[2026-05-08 20:24:05,395][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/1/7ec782b7604cd9ea0781c23a4270f031650f5617/README.md "HTTP/1.1 200 OK"
[2026-05-08 20:24:05,403][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/1/7ec782b7604cd9ea0781c23a4270f031650f5617/.gitattributes "HTTP/1.1 200 OK"
[2026-05-08 20:24:05,410][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/1/7ec782b7604cd9ea0781c23a4270f031650f5617/README.md "HTTP/1.1 200 OK"
[2026-05-08 20:24:05,422][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/unslothai/1/resolve/7ec782b7604cd9ea0781c23a4270f031650f5617/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:05,435][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/unslothai/1/7ec782b7604cd9ea0781c23a4270f031650f5617/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:05,449][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/resolve-cache/models/unslothai/1/7ec782b7604cd9ea0781c23a4270f031650f5617/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:05,549][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/unslothai/1/xet-read-token/7ec782b7604cd9ea0781c23a4270f031650f5617 "HTTP/1.1 200 OK"
[2026-05-08 20:24:07,053][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:07,065][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:07,807][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/generation_config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:07,819][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/generation_config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:08,048][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/custom_generate/generate.py "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:08,830][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/processor_config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:08,843][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/processor_config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:09,083][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/LiquidAI/LFM2.5-VL-450M/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:09,312][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/processor_config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:09,324][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/processor_config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:09,556][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/chat_template.json "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:09,785][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/chat_template.jinja "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:09,797][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/chat_template.jinja "HTTP/1.1 200 OK"
[2026-05-08 20:24:10,025][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/audio_tokenizer_config.json "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:10,256][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/LiquidAI/LFM2.5-VL-450M/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:10,484][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/processor_config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:10,495][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/processor_config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:10,721][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/chat_template.json "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:10,950][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/chat_template.jinja "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:10,962][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/chat_template.jinja "HTTP/1.1 200 OK"
[2026-05-08 20:24:11,187][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/audio_tokenizer_config.json "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:11,416][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/processor_config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:11,427][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/processor_config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:11,656][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/preprocessor_config.json "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:11,893][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/processor_config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:11,904][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/processor_config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:12,129][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/preprocessor_config.json "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:12,367][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:12,379][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:12,616][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:24:12,629][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/tokenizer_config.json "HTTP/1.1 200 OK"
[2026-05-08 20:24:12,861][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/LiquidAI/LFM2.5-VL-450M/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found"
[2026-05-08 20:24:13,097][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/LiquidAI/LFM2.5-VL-450M/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK"
[2026-05-08 20:24:16,791][terra_q_train.logger][INFO] - 
[2/5] Loading data...
[2026-05-08 20:24:16,854][terra_q_train.logger][INFO] -   Train: 26776 samples.
[2026-05-08 20:24:16,854][terra_q_train.logger][INFO] -   Eval: 4724 samples.
[2026-05-08 20:24:16,854][terra_q_train.logger][INFO] - 
[3/5] Setting up the trainer...
[2026-05-08 20:24:17,073][terra_q_train.logger][INFO] - 
[4/5] Training for 3 epoch(s)...
[2026-05-08 20:24:17,073][terra_q_train.logger][INFO] -   About 836 steps per epoch, 2508 steps total
[2026-05-08 20:37:54,222][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:37:54,235][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 20:37:54,534][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/models/LiquidAI/LFM2.5-VL-450M "HTTP/1.1 200 OK"
[2026-05-08 20:51:31,676][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 20:51:31,688][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 21:05:08,187][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 21:05:08,200][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 21:18:44,428][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 21:18:44,440][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 21:32:20,329][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 21:32:20,342][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 21:45:56,183][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 21:45:56,195][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 21:51:08,876][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 21:51:08,888][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 21:51:09,408][terra_q_train.logger][INFO] - 
Training finished in 86.9 minutes
[2026-05-08 21:51:09,408][terra_q_train.logger][INFO] -   Speed: 0.48 steps/s
[2026-05-08 21:51:09,408][terra_q_train.logger][INFO] -   Final training loss: 1.4430
[2026-05-08 21:51:09,408][terra_q_train.logger][INFO] -   Best checkpoint: outputs/lfm25-vl-450m_nwpu_lora-r8-a16_ep3-lr5e-6-min5e-7-w100-wd1e-4/checkpoint-2511
[2026-05-08 21:51:09,408][terra_q_train.logger][INFO] - 
[5/5] Saving the model...
[2026-05-08 21:51:09,644][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/LiquidAI/LFM2.5-VL-450M/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
[2026-05-08 21:51:09,656][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/LiquidAI/LFM2.5-VL-450M/fc6221ca597f3315e4f82fc2df606783267b34ba/config.json "HTTP/1.1 200 OK"
[2026-05-08 21:51:09,829][terra_q_train.logger][INFO] - Saved LoRA adapters to outputs/lfm25-vl-450m_nwpu_lora-r8-a16_ep3-lr5e-6-min5e-7-w100-wd1e-4