chaiml-reward-dpo-ce8e-_77017

developer_uid: rirv938
submission_id: chaiml-reward-dpo-ce8e-_77017_v1
model_name: chaiml-reward-dpo-ce8e-_77017_v1
model_group: ChaiML/reward-dpo-ce8e-c
status: torndown
timestamp: 2026-02-22T00:31:46+00:00
num_battles: 10217
num_wins: 5953
celo_rating: 1355.12
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/reward-dpo-ce8e-chaiml-235b-sft-prod-rm_38783_v1-W4A16
model_architecture: Qwen3MoeForCausalLM
model_num_parameters: 18790207488.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: chaiml-reward-dpo-ce8e-_77017_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/reward-dpo-ce8e-chaiml-235b-sft-prod-rm_38783_v1-W4A16
model_size: 19B
ranking_group: single
us_pacific_date: 2026-02-18
win_ratio: 0.5826563570519722
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['<|im_end|>', 'You:', '</s>', '###', '<|im_start|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': '<|im_start|>system\nRespond as a high quality storyteller.<|im_end|>\n<|im_start|>user\n', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '<|im_end|>\n<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
Resubmit model
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run pipeline %s
run pipeline stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-reward-dpo-ce8e-77017-v1-uploader
Waiting for job on chaiml-reward-dpo-ce8e-77017-v1-uploader to finish
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-reward-dpo-ce8e-77017-v1-uploader: Using quantization_mode: w4a16
chaiml-reward-dpo-ce8e-77017-v1-uploader: Repo ChaiML/reward-dpo-ce8e-chaiml-235b-sft-prod-rm_38783_v1-W4A16 already ends in W4A16. Skipping...
chaiml-reward-dpo-ce8e-77017-v1-uploader: Checking if ChaiML/reward-dpo-ce8e-chaiml-235b-sft-prod-rm_38783_v1-W4A16 already exists in ChaiML
chaiml-reward-dpo-ce8e-77017-v1-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-reward-dpo-ce8e-77017-v1-uploader: Downloading snapshot of ChaiML/reward-dpo-ce8e-chaiml-235b-sft-prod-rm_38783_v1-W4A16...
chaiml-reward-dpo-ce8e-77017-v1-uploader: Downloaded in 54.404s
chaiml-reward-dpo-ce8e-77017-v1-uploader: Processed model ChaiML/reward-dpo-ce8e-chaiml-235b-sft-prod-rm_38783_v1-W4A16 in 55.061s
chaiml-reward-dpo-ce8e-77017-v1-uploader: creating bucket guanaco-vllm-models
chaiml-reward-dpo-ce8e-77017-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-dpo-ce8e-77017-v1-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-reward-dpo-ce8e-77017-v1-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-reward-dpo-ce8e-77017-v1-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-reward-dpo-ce8e-77017-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-dpo-ce8e-77017-v1-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-reward-dpo-ce8e-77017-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-dpo-ce8e-77017-v1-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-reward-dpo-ce8e-77017-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-dpo-ce8e-77017-v1-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-reward-dpo-ce8e-77017-v1-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-dpo-ce8e-77017-v1-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-reward-dpo-ce8e-77017-v1-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-reward-dpo-ce8e-77017-v1-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-reward-dpo-ce8e-77017-v1-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-reward-dpo-ce8e-77017-v1-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-reward-dpo-ce8e-77017-v1-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-reward-dpo-ce8e-77017-v1-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/special_tokens_map.json
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/chat_template.jinja
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/.gitattributes
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/tokenizer_config.json
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/added_tokens.json s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/added_tokens.json
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/quantization_config.json
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/vocab.json s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/vocab.json
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/generation_config.json
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/merges.txt s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/merges.txt
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model.safetensors.index.json
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/tokenizer.json
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00027-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00027-of-00027.safetensors
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00020-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00020-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00021-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00021-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00016-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00016-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00001-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00001-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00013-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00013-of-00027.safetensors
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00025-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00025-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00003-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00003-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00022-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00022-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00009-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00009-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00018-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00018-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00005-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00005-of-00027.safetensors
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chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00012-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00012-of-00027.safetensors
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chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00010-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00010-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00002-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00002-of-00027.safetensors
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chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00023-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00023-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00014-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00014-of-00027.safetensors
chaiml-reward-dpo-ce8e-77017-v1-uploader: cp /dev/shm/model_output/model-00008-of-00027.safetensors s3://guanaco-vllm-models/chaiml-reward-dpo-ce8e-77017-v1/default/model-00008-of-00027.safetensors
Job chaiml-reward-dpo-ce8e-77017-v1-uploader completed after 888.16s with status: succeeded
Stopping job with name chaiml-reward-dpo-ce8e-77017-v1-uploader
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Creating inference service chaiml-reward-dpo-ce8e-77017-v1
Waiting for inference service chaiml-reward-dpo-ce8e-77017-v1 to be ready
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_15988_v1: ('http://chaiml-mistral-24b-2048-15988-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048-_2678_v3: ('http://chaiml-mistral-24b-2048-2678-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-mistral-24b-2048_54327_v6: ('http://chaiml-mistral-24b-2048-54327-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-reward-dpo-ce8e-77017-v1 ready after 1126.7997510433197s
Pipeline stage VLLMDeployer completed in 1127.39s
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Received healthy response to inference request in 2.573401689529419s
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Received healthy response to inference request in 1.9730119705200195s
Received healthy response to inference request in 2.4369752407073975s
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Received healthy response to inference request in 1.9585330486297607s
Received healthy response to inference request in 2.076540470123291s
Received healthy response to inference request in 2.142439603805542s
Received healthy response to inference request in 2.085785150527954s
Received healthy response to inference request in 2.051345109939575s
Failed to get response for submission chaiml-grpo-q235b-kimid_37540_v1: HTTPConnectionPool(host='chaiml-grpo-q235b-kimid-37540-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 2.59584903717041s
Received healthy response to inference request in 2.248025417327881s
Received healthy response to inference request in 2.203019142150879s
Received healthy response to inference request in 2.049867630004883s
Received healthy response to inference request in 2.0424253940582275s
Received healthy response to inference request in 2.0210211277008057s
Received healthy response to inference request in 2.2433230876922607s
Received healthy response to inference request in 2.2937915325164795s
Received healthy response to inference request in 2.27589750289917s
Received healthy response to inference request in 1.975093126296997s
Received healthy response to inference request in 2.8426172733306885s
Received healthy response to inference request in 2.2085235118865967s
Received healthy response to inference request in 2.181201219558716s
Received healthy response to inference request in 2.008565902709961s
Received healthy response to inference request in 2.367635488510132s
30 requests
0 failed requests
5th percentile: 1.9650485634803772
10th percentile: 1.9748850107192992
20th percentile: 2.0206013202667235
30th percentile: 2.0509018659591676
40th percentile: 2.082240343093872
50th percentile: 2.161820411682129
60th percentile: 2.217701959609985
70th percentile: 2.2563870429992674
80th percentile: 2.3348809719085692
90th percentile: 2.5439340829849244
95th percentile: 2.585747730731964
99th percentile: 2.771054484844208
mean time: 2.203746191660563
Pipeline stage StressChecker completed in 84.97s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.67s
Shutdown handler de-registered
chaiml-reward-dpo-ce8e-_77017_v1 status is now deployed due to DeploymentManager action
chaiml-reward-dpo-ce8e-_77017_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-reward-dpo-ce8e-_77017_v1 status is now torndown due to DeploymentManager action