developer_uid: zonemercy
submission_id: zai-org-glm-4-7_v4
model_name: zai-org-glm-4-7_v4
model_group: zai-org/GLM-4.7
status: torndown
timestamp: 2026-04-10T10:57:28+00:00
num_battles: 10260
num_wins: 5351
celo_rating: 1318.25
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: zai-org/GLM-4.7
model_architecture: Glm4MoeForCausalLM
model_num_parameters: 24110003200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 80
reward_model: default
display_name: zai-org-glm-4-7_v4
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: zai-org/GLM-4.7
model_size: 24B
ranking_group: single
us_pacific_date: 2026-04-07
win_ratio: 0.5215399610136452
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['####', '<|im_end|>', '<|assistant|>', '</s>', '<|user|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 80}
formatter: {'memory_template': "[gMASK]<sop><|system|>\n{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '<|assistant|>{bot_name}: {message}', 'user_template': '<|user|>{message}', 'response_template': '<|assistant|></think>{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 zai-org-glm-4-7-v4-uploader
Waiting for job on zai-org-glm-4-7-v4-uploader to finish
zai-org-glm-4-7-v4-uploader: Using quantization_mode: w4a16
zai-org-glm-4-7-v4-uploader: Checking if ChaiML/GLM-4.7-W4A16 already exists in ChaiML
zai-org-glm-4-7-v4-uploader: Model already exists. Downloading to /tmp/model_output...
zai-org-glm-4-7-v4-uploader: Downloading snapshot of ChaiML/GLM-4.7-W4A16...
2026-04-07T03:37:57.512355+00:00 monitor updated for zai-org-glm-4-7_v4
zai-org-glm-4-7-v4-uploader: Downloaded in 72.637s
zai-org-glm-4-7-v4-uploader: Processed model zai-org/GLM-4.7 in 75.486s
zai-org-glm-4-7-v4-uploader: creating bucket guanaco-vllm-models
zai-org-glm-4-7-v4-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
zai-org-glm-4-7-v4-uploader:   RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
zai-org-glm-4-7-v4-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
zai-org-glm-4-7-v4-uploader:   RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
zai-org-glm-4-7-v4-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
zai-org-glm-4-7-v4-uploader:   invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
zai-org-glm-4-7-v4-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
zai-org-glm-4-7-v4-uploader:   invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
zai-org-glm-4-7-v4-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
zai-org-glm-4-7-v4-uploader:   if re.search("-\.", bucket, re.UNICODE):
zai-org-glm-4-7-v4-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
zai-org-glm-4-7-v4-uploader:   if re.search("\.\.", bucket, re.UNICODE):
zai-org-glm-4-7-v4-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
zai-org-glm-4-7-v4-uploader:   _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
zai-org-glm-4-7-v4-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
zai-org-glm-4-7-v4-uploader:   wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
zai-org-glm-4-7-v4-uploader: Bucket 's3://guanaco-vllm-models/' created
zai-org-glm-4-7-v4-uploader: uploading /tmp/model_output to s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/.gitattributes s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/.gitattributes
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/chat_template.jinja s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/chat_template.jinja
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/config.json s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/config.json
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/generation_config.json s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/generation_config.json
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/tokenizer_config.json s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/tokenizer_config.json
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/quantization_config.json s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/quantization_config.json
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/tokenizer.json s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/tokenizer.json
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model.safetensors.index.json s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model.safetensors.index.json
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00038-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00038-of-00038.safetensors
2026-04-07T03:38:57.654609+00:00 monitor updated for zai-org-glm-4-7_v4
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00037-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00037-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00036-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00036-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00028-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00028-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00007-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00007-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00034-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00034-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00027-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00027-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00004-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00004-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00023-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00023-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00016-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00016-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00008-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00008-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00025-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00025-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00010-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00010-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00011-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00011-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00018-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00018-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00033-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00033-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00035-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00035-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00026-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00026-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00029-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00029-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00022-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00022-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00021-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00021-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00001-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00001-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00013-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00013-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00002-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00002-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00030-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00030-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00006-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00006-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00012-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00012-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00031-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00031-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00019-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00019-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00003-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00003-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00020-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00020-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00017-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00017-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00005-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00005-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00014-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00014-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00009-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00009-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00015-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00015-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00024-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00024-of-00038.safetensors
zai-org-glm-4-7-v4-uploader: cp /tmp/model_output/model-00032-of-00038.safetensors s3://guanaco-vllm-models/zai-org-glm-4-7-v4/default/model-00032-of-00038.safetensors
Job zai-org-glm-4-7-v4-uploader completed after 145.22s with status: succeeded
Stopping job with name zai-org-glm-4-7-v4-uploader
Pipeline stage VLLMUploader completed in 145.69s
run pipeline stage %s
Running pipeline stage VLLMUploaderAMD
Pipeline stage vllm_upload_amd skipped, reason=not amd cluster
Pipeline stage VLLMUploaderAMD completed in 0.11s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 3.26s
run pipeline stage %s
Running pipeline stage VLLMDeployer
Creating inference service zai-org-glm-4-7-v4
Waiting for inference service zai-org-glm-4-7-v4 to be ready
2026-04-07T03:39:57.790708+00:00 monitor updated for zai-org-glm-4-7_v4
2026-04-07T03:40:57.913756+00:00 monitor updated for zai-org-glm-4-7_v4
Failed to get response for submission chaiml-mega-v2-top2-g47_13273_v6: ('http://chaiml-mega-v2-top2-g47-13273-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/completions', 'activator request timeout')
2026-04-07T03:41:58.034708+00:00 monitor updated for zai-org-glm-4-7_v4
2026-04-07T03:42:58.136883+00:00 monitor updated for zai-org-glm-4-7_v4
Failed to get response for submission chaiml-mega-v2-top2-g47_13273_v6: ('http://chaiml-mega-v2-top2-g47-13273-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/completions', 'activator request timeout')
2026-04-07T03:43:58.250052+00:00 monitor updated for zai-org-glm-4-7_v4
Failed to get response for submission chaiml-mega-v2-top2-g47_13273_v6: ('http://chaiml-mega-v2-top2-g47-13273-v6-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/completions', 'activator request timeout')
2026-04-07T03:44:58.372582+00:00 monitor updated for zai-org-glm-4-7_v4
2026-04-07T03:45:58.472473+00:00 monitor updated for zai-org-glm-4-7_v4
2026-04-07T03:46:58.581405+00:00 monitor updated for zai-org-glm-4-7_v4
Inference service zai-org-glm-4-7-v4 ready after 461.477242231369s
Pipeline stage VLLMDeployer completed in 462.01s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 8.772998571395874s
Received healthy response to inference request in 2.062532424926758s
Received healthy response to inference request in 2.1171982288360596s
Received healthy response to inference request in 1.9958150386810303s
Received healthy response to inference request in 9.029605627059937s
Received healthy response to inference request in 2.2113661766052246s
Received healthy response to inference request in 2.0972790718078613s
Received healthy response to inference request in 2.044142723083496s
Received healthy response to inference request in 2.0852508544921875s
Received healthy response to inference request in 2.095818281173706s
Received healthy response to inference request in 2.023939847946167s
Received healthy response to inference request in 2.1352880001068115s
Received healthy response to inference request in 1.9904344081878662s
Received healthy response to inference request in 2.057307004928589s
Received healthy response to inference request in 2.038908004760742s
Received healthy response to inference request in 1.9742364883422852s
2026-04-07T03:47:58.701512+00:00 monitor updated for zai-org-glm-4-7_v4
Received healthy response to inference request in 2.2774860858917236s
Received healthy response to inference request in 2.294212818145752s
Received healthy response to inference request in 2.033416509628296s
Received healthy response to inference request in 2.084672451019287s
Received healthy response to inference request in 2.1588168144226074s
Received healthy response to inference request in 2.1901302337646484s
Received healthy response to inference request in 2.3519647121429443s
Received healthy response to inference request in 1.989997148513794s
Received healthy response to inference request in 2.07692551612854s
Received healthy response to inference request in 2.1009631156921387s
Received healthy response to inference request in 1.952894687652588s
Received healthy response to inference request in 2.06493878364563s
Received healthy response to inference request in 1.9721510410308838s
Received healthy response to inference request in 2.081594705581665s
30 requests
0 failed requests
5th percentile: 1.9730894923210145
10th percentile: 1.988421082496643
20th percentile: 2.0183148860931395
30th percentile: 2.0425723075866697
40th percentile: 2.0639762401580812
50th percentile: 2.083133578300476
60th percentile: 2.0964025974273683
70th percentile: 2.122625160217285
80th percentile: 2.1943774223327637
90th percentile: 2.2999880075454713
95th percentile: 5.8835333347320375
99th percentile: 8.95518958091736
mean time: 2.5454095125198366
Pipeline stage StressChecker completed in 79.66s
Shutdown handler de-registered
zai-org-glm-4-7_v4 status is now deployed due to DeploymentManager action
zai-org-glm-4-7_v4 status is now inactive due to auto deactivation removed underperforming models
zai-org-glm-4-7_v4 status is now torndown due to DeploymentManager action