developer_uid: chai_backend_admin
submission_id: chaiml-csfs-v3-3-dpo-l_86358_v23
model_name: chaiml-csfs-v3-3-dpo-l_86358_v23
model_group: ChaiML/csfs-v3-3-dpo-lr5
status: torndown
timestamp: 2026-02-12T23:31:45+00:00
num_battles: 10938
num_wins: 5376
celo_rating: 1302.21
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
display_name: chaiml-csfs-v3-3-dpo-l_86358_v23
is_internal_developer: True
language_model: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
us_pacific_date: 2026-02-09
win_ratio: 0.49149753154141523
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': ['\n', '####', 'You:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, '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
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run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-csfs-v3-3-dpo-l-86358-v23-uploader
Waiting for job on chaiml-csfs-v3-3-dpo-l-86358-v23-uploader to finish
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: Using quantization_mode: none
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: Downloading snapshot of ChaiML/csfs-v3-3-dpo-lr5e6b01-lora...
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chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: Downloaded in 22.240s
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 39.664s
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: creating bucket guanaco-vllm-models
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: if re.search("-\.", bucket, re.UNICODE):
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: if re.search("\.\.", bucket, re.UNICODE):
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/.gitattributes
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/generation_config.json
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/README.md
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/config.json
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/special_tokens_map.json
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model.safetensors.index.json
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/tokenizer_config.json
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/tokenizer.json
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00010-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00010-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00004-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00004-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00002-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00002-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00007-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00007-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00009-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00009-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00003-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00003-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00006-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00006-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00005-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00005-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00008-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00008-of-00010.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v23-uploader: cp /dev/shm/model_output/model-00001-of-00010.safetensors s3://guanaco-vllm-models/chaiml-csfs-v3-3-dpo-l-86358-v23/model-00001-of-00010.safetensors
Job chaiml-csfs-v3-3-dpo-l-86358-v23-uploader completed after 461.56s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-l-86358-v23-uploader
Pipeline stage VLLMUploader completed in 462.10s
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Creating inference service chaiml-csfs-v3-3-dpo-l-86358-v23
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Inference service chaiml-csfs-v3-3-dpo-l-86358-v23 ready after 292.48653507232666s
Pipeline stage VLLMDeployer completed in 293.04s
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5th percentile: 2.1904186248779296
10th percentile: 2.2026755809783936
20th percentile: 2.275910234451294
30th percentile: 2.2972970247268676
40th percentile: 2.3329428672790526
50th percentile: 2.379448175430298
60th percentile: 2.4234956741333007
70th percentile: 2.507800984382629
80th percentile: 2.6261407375335692
90th percentile: 2.690335822105408
95th percentile: 2.7512455582618713
99th percentile: 2.8819327592849735
mean time: 2.4273156960805258
Pipeline stage StressChecker completed in 75.65s
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chaiml-csfs-v3-3-dpo-l_86358_v23 status is now deployed due to DeploymentManager action
chaiml-csfs-v3-3-dpo-l_86358_v23 status is now inactive due to auto deactivation removed underperforming models
chaiml-csfs-v3-3-dpo-l_86358_v23 status is now torndown due to DeploymentManager action