chaiml-235b-sft-new-rm-_42002

developer_uid: rirv938
submission_id: chaiml-235b-sft-new-rm-_42002_v3
model_name: chaiml-235b-sft-new-rm-_42002_v3
model_group: ChaiML/235b_sft_new_rm_l
status: torndown
timestamp: 2026-02-22T10:31:43+00:00
num_battles: 10805
num_wins: 6053
celo_rating: 1340.22
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/235b_sft_new_rm_lexical_10k_e1-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-235b-sft-new-rm-_42002_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/235b_sft_new_rm_lexical_10k_e1-W4A16
model_size: 19B
ranking_group: single
us_pacific_date: 2026-02-19
win_ratio: 0.5602036094400741
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': ['###', 'You:', '<|im_start|>', '</s>', '<|im_end|>'], '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 stage %s
Running pipeline stage VLLMUploader
Starting job with name chaiml-235b-sft-new-rm-42002-v3-uploader
Waiting for job on chaiml-235b-sft-new-rm-42002-v3-uploader to finish
chaiml-235b-sft-new-rm-42002-v3-uploader: Using quantization_mode: w4a16
chaiml-235b-sft-new-rm-42002-v3-uploader: Repo ChaiML/235b_sft_new_rm_lexical_10k_e1-W4A16 already ends in W4A16. Skipping...
chaiml-235b-sft-new-rm-42002-v3-uploader: Checking if ChaiML/235b_sft_new_rm_lexical_10k_e1-W4A16 already exists in ChaiML
chaiml-235b-sft-new-rm-42002-v3-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-235b-sft-new-rm-42002-v3-uploader: Downloading snapshot of ChaiML/235b_sft_new_rm_lexical_10k_e1-W4A16...
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', '')
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chaiml-235b-sft-new-rm-42002-v3-uploader: Downloaded in 60.134s
chaiml-235b-sft-new-rm-42002-v3-uploader: Processed model ChaiML/235b_sft_new_rm_lexical_10k_e1-W4A16 in 60.785s
chaiml-235b-sft-new-rm-42002-v3-uploader: creating bucket guanaco-vllm-models
chaiml-235b-sft-new-rm-42002-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-235b-sft-new-rm-42002-v3-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-235b-sft-new-rm-42002-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-235b-sft-new-rm-42002-v3-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-235b-sft-new-rm-42002-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-235b-sft-new-rm-42002-v3-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-235b-sft-new-rm-42002-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-235b-sft-new-rm-42002-v3-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-235b-sft-new-rm-42002-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-235b-sft-new-rm-42002-v3-uploader:   if re.search("-\.", bucket, re.UNICODE):
chaiml-235b-sft-new-rm-42002-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-235b-sft-new-rm-42002-v3-uploader:   if re.search("\.\.", bucket, re.UNICODE):
chaiml-235b-sft-new-rm-42002-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-235b-sft-new-rm-42002-v3-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-235b-sft-new-rm-42002-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-235b-sft-new-rm-42002-v3-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-235b-sft-new-rm-42002-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-235b-sft-new-rm-42002-v3-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/added_tokens.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/added_tokens.json
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/.gitattributes
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/config.json
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/quantization_config.json
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/generation_config.json
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/merges.txt s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/merges.txt
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/vocab.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/vocab.json
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/special_tokens_map.json
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/tokenizer_config.json
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/chat_template.jinja
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/tokenizer.json
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model.safetensors.index.json
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', '')
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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_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', '')
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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', '')
Retrying (%r) after connection broken by '%r': %s
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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-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00016-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00016-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-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00022-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00022-of-00027.safetensors
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chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00005-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00005-of-00027.safetensors
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', '')
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chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00012-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00012-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00018-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00018-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00014-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00014-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00007-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00007-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00021-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00021-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00010-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00010-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00020-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00020-of-00027.safetensors
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chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00024-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00024-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00019-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00019-of-00027.safetensors
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chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00017-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00017-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00001-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00001-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00004-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00004-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00006-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00006-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00003-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00003-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00009-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00009-of-00027.safetensors
chaiml-235b-sft-new-rm-42002-v3-uploader: cp /dev/shm/model_output/model-00008-of-00027.safetensors s3://guanaco-vllm-models/chaiml-235b-sft-new-rm-42002-v3/default/model-00008-of-00027.safetensors
Job chaiml-235b-sft-new-rm-42002-v3-uploader completed after 995.6s with status: succeeded
Stopping job with name chaiml-235b-sft-new-rm-42002-v3-uploader
Pipeline stage VLLMUploader completed in 996.43s
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Creating inference service chaiml-235b-sft-new-rm-42002-v3
Waiting for inference service chaiml-235b-sft-new-rm-42002-v3 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', '')
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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-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-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-_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', '')
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Inference service chaiml-235b-sft-new-rm-42002-v3 ready after 1165.321785211563s
Pipeline stage VLLMDeployer completed in 1165.85s
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Received healthy response to inference request in 2.039273262023926s
Received healthy response to inference request in 2.0364773273468018s
Received healthy response to inference request in 1.917586088180542s
Received healthy response to inference request in 2.037229299545288s
Received healthy response to inference request in 1.9448494911193848s
Received healthy response to inference request in 2.0002236366271973s
Received healthy response to inference request in 2.0981597900390625s
Received healthy response to inference request in 2.069974184036255s
Received healthy response to inference request in 1.9741525650024414s
Received healthy response to inference request in 2.073665142059326s
Received healthy response to inference request in 1.9478368759155273s
Received healthy response to inference request in 1.940958023071289s
Received healthy response to inference request in 2.3533992767333984s
Received healthy response to inference request in 2.038195848464966s
Received healthy response to inference request in 2.0812621116638184s
Received healthy response to inference request in 1.8942618370056152s
Received healthy response to inference request in 2.0604732036590576s
Received healthy response to inference request in 1.9392600059509277s
Received healthy response to inference request in 2.065415143966675s
30 requests
0 failed requests
5th percentile: 1.9131635665893554
10th percentile: 1.9144143104553222
20th percentile: 1.9406184196472167
30th percentile: 1.95333833694458
40th percentile: 1.9757781982421876
50th percentile: 2.0183504819869995
60th percentile: 2.0386268138885497
70th percentile: 2.0667828559875487
80th percentile: 2.082804489135742
90th percentile: 2.118581032752991
95th percentile: 2.1740474224090574
99th percentile: 2.312474765777588
mean time: 2.023175326983134
Pipeline stage StressChecker completed in 64.09s
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 0.64s
Shutdown handler de-registered
chaiml-235b-sft-new-rm-_42002_v3 status is now deployed due to DeploymentManager action
chaiml-235b-sft-new-rm-_42002_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-235b-sft-new-rm-_42002_v3 status is now torndown due to DeploymentManager action