developer_uid: Meliodia
submission_id: chaiml-csfs-v3-3-dpo-lr5_937_v12
model_name: chaiml-csfs-v3-3-dpo-lr5e_937_v5
model_group: ChaiML/csfs-v3-3-dpo-lr5
status: torndown
timestamp: 2026-04-03T23:42:07+00:00
num_battles: 11096
num_wins: 5486
celo_rating: 8469.92
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 16
max_input_tokens: 1750
max_output_tokens: 64
reward_model: default
display_name: chaiml-csfs-v3-3-dpo-lr5e_937_v5
is_internal_developer: True
language_model: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8
model_size: 24B
ranking_group: single
us_pacific_date: 2026-03-25
win_ratio: 0.4944124008651766
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', 'You:', '\n', '####'], 'max_input_tokens': 1750, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader
Waiting for job on chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader to finish
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: Using quantization_mode: fp8
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: Repo ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8 already ends in FP8. Skipping...
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8 already exists in ChaiML
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: Downloading snapshot of ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8...
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: Downloaded in 7.495s
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora-FP8 in 11.148s
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: creating bucket guanaco-vllm-models
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
2026-03-25T12:30:21.663395+00:00 monitor updated for chaiml-csfs-v3-3-dpo-lr5_937_v12
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: cp /dev/shm/model_output/model-00006-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v12/default/model-00006-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: cp /dev/shm/model_output/model-00005-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v12/default/model-00005-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: cp /dev/shm/model_output/model-00003-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v12/default/model-00003-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: cp /dev/shm/model_output/model-00001-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v12/default/model-00001-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: cp /dev/shm/model_output/model-00002-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v12/default/model-00002-of-00006.safetensors
chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader: cp /dev/shm/model_output/model-00004-of-00006.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-lr5-937-v12/default/model-00004-of-00006.safetensors
Job chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader completed after 72.17s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-lr5-937-v12-uploader
Pipeline stage VLLMUploader completed in 72.63s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 1.76s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-csfs-v3-3-dpo-lr5-937-v12
Waiting for inference service chaiml-csfs-v3-3-dpo-lr5-937-v12 to be ready
2026-03-25T12:31:21.752911+00:00 monitor updated for chaiml-csfs-v3-3-dpo-lr5_937_v12
2026-03-25T12:32:21.849257+00:00 monitor updated for chaiml-csfs-v3-3-dpo-lr5_937_v12
2026-03-25T12:33:21.940356+00:00 monitor updated for chaiml-csfs-v3-3-dpo-lr5_937_v12
Inference service chaiml-csfs-v3-3-dpo-lr5-937-v12 ready after 170.4400234222412s
Pipeline stage VLLMDeployer completed in 170.91s
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Running pipeline stage StressChecker
Received healthy response to inference request in 5.74871826171875s
Received healthy response to inference request in 2.88301157951355s
Received healthy response to inference request in 5.807565450668335s
Received healthy response to inference request in 2.7678356170654297s
Received healthy response to inference request in 5.721681594848633s
Received healthy response to inference request in 2.729558229446411s
Received healthy response to inference request in 2.8567678928375244s
Received healthy response to inference request in 5.728299140930176s
Received healthy response to inference request in 2.734746217727661s
Received healthy response to inference request in 5.935669183731079s
Received healthy response to inference request in 2.985466480255127s
Received healthy response to inference request in 2.7146522998809814s
Received healthy response to inference request in 2.791699171066284s
2026-03-25T12:34:22.060527+00:00 monitor updated for chaiml-csfs-v3-3-dpo-lr5_937_v12
Received healthy response to inference request in 2.8046226501464844s
Received healthy response to inference request in 2.7394979000091553s
Received healthy response to inference request in 2.76898455619812s
Received healthy response to inference request in 2.7167797088623047s
Received healthy response to inference request in 2.9933080673217773s
Received healthy response to inference request in 2.825282335281372s
Received healthy response to inference request in 2.70021390914917s
Received healthy response to inference request in 2.7200987339019775s
Received healthy response to inference request in 2.753836154937744s
Received healthy response to inference request in 2.7195611000061035s
Received healthy response to inference request in 2.896019458770752s
Received healthy response to inference request in 2.742100238800049s
Received healthy response to inference request in 2.7633488178253174s
Received healthy response to inference request in 2.7417917251586914s
Received healthy response to inference request in 2.8146066665649414s
Received healthy response to inference request in 2.7181084156036377s
Received healthy response to inference request in 2.9985194206237793s
30 requests
0 failed requests
5th percentile: 2.715609633922577
10th percentile: 2.717975544929504
20th percentile: 2.7276663303375246
30th percentile: 2.7411035776138304
40th percentile: 2.759543752670288
50th percentile: 2.780341863632202
60th percentile: 2.818876934051514
70th percentile: 2.8869139432907103
80th percentile: 2.9943503379821776
90th percentile: 5.730341053009033
95th percentile: 5.781084215641021
99th percentile: 5.898519101142884
mean time: 3.2940783659617106
Pipeline stage StressChecker completed in 101.30s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.66s
Shutdown handler de-registered
chaiml-csfs-v3-3-dpo-lr5_937_v12 status is now deployed due to DeploymentManager action
chaiml-csfs-v3-3-dpo-lr5_937_v12 status is now inactive due to auto deactivation removed underperforming models
chaiml-csfs-v3-3-dpo-lr5_937_v12 status is now torndown due to DeploymentManager action