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XkunWXkunW
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Update default params, remove default for qos and walltime as they overwrite the values from models.csv
1 parent d578a8a commit 66dfa8e

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3 files changed

+70
-72
lines changed

3 files changed

+70
-72
lines changed

‎vec_inf/cli/_cli.py‎

Lines changed: 2 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -53,14 +53,12 @@ def cli():
5353
@click.option(
5454
"--qos",
5555
type=str,
56-
default="m2",
57-
help="Quality of service, default set to m2",
56+
help="Quality of service",
5857
)
5958
@click.option(
6059
"--time",
6160
type=str,
62-
default="08:00:00",
63-
help="Time limit for job, this should comply with QoS, default to max walltime of m2",
61+
help="Time limit for job, this should comply with QoS limits",
6462
)
6563
@click.option(
6664
"--vocab-size",

‎vec_inf/cli/_utils.py‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -37,7 +37,7 @@ def read_slurm_log(
3737

3838
try:
3939
file_path = os.path.join(
40-
log_dir, # type: ignore
40+
log_dir,
4141
f"{slurm_job_name}.{slurm_job_id}.{slurm_log_type}",
4242
)
4343
with open(file_path, "r") as file:

‎vec_inf/models/models.csv‎

Lines changed: 67 additions & 67 deletions
Original file line numberDiff line numberDiff line change
@@ -1,67 +1,67 @@
1-
model_name,model_family,model_variant,model_type,partition,qos,time,num_gpus,num_nodes,vocab_size,max_model_len,data_type,venv,log_dir,pipeline_parallelism
2-
c4ai-command-r-plus,c4ai-command-r,plus,LLM,a40,m2,08:00:00,4,2,256000,8192,auto,singularity,default,true
3-
c4ai-command-r-plus-08-2024,c4ai-command-r,plus-08-2024,LLM,a40,m2,08:00:00,4,2,256000,65536,auto,singularity,default,true
4-
c4ai-command-r-08-2024,c4ai-command-r,08-2024,LLM,a40,m2,08:00:00,2,1,256000,32768,auto,singularity,default,true
5-
CodeLlama-7b-hf,CodeLlama,7b-hf,LLM,a40,m2,08:00:00,1,1,32000,16384,auto,singularity,default,true
6-
CodeLlama-7b-Instruct-hf,CodeLlama,7b-Instruct-hf,LLM,a40,m2,08:00:00,1,1,32000,16384,auto,singularity,default,true
7-
CodeLlama-13b-hf,CodeLlama,13b-hf,LLM,a40,m2,08:00:00,1,1,32000,16384,auto,singularity,default,true
8-
CodeLlama-13b-Instruct-hf,CodeLlama,13b-Instruct-hf,LLM,a40,m2,08:00:00,1,1,32000,16384,auto,singularity,default,true
9-
CodeLlama-34b-hf,CodeLlama,34b-hf,LLM,a40,m2,08:00:00,2,1,32000,16384,auto,singularity,default,true
10-
CodeLlama-34b-Instruct-hf,CodeLlama,34b-Instruct-hf,LLM,a40,m2,08:00:00,2,1,32000,16384,auto,singularity,default,true
11-
CodeLlama-70b-hf,CodeLlama,70b-hf,LLM,a40,m2,08:00:00,4,1,32000,4096,auto,singularity,default,true
12-
CodeLlama-70b-Instruct-hf,CodeLlama,70b-Instruct-hf,LLM,a40,m2,08:00:00,4,1,32000,4096,auto,singularity,default,true
13-
dbrx-instruct,dbrx,instruct,LLM,a40,m2,08:00:00,4,2,100352,32000,auto,singularity,default,true
14-
gemma-2-9b,gemma-2,9b,LLM,a40,m2,08:00:00,1,1,256000,4096,auto,singularity,default,true
15-
gemma-2-9b-it,gemma-2,9b-it,LLM,a40,m2,08:00:00,1,1,256000,4096,auto,singularity,default,true
16-
gemma-2-27b,gemma-2,27b,LLM,a40,m2,08:00:00,2,1,256000,4096,auto,singularity,default,true
17-
gemma-2-27b-it,gemma-2,27b-it,LLM,a40,m2,08:00:00,2,1,256000,4096,auto,singularity,default,true
18-
Llama-2-7b-hf,Llama-2,7b-hf,LLM,a40,m2,08:00:00,1,1,32000,4096,auto,singularity,default,true
19-
Llama-2-7b-chat-hf,Llama-2,7b-chat-hf,LLM,a40,m2,08:00:00,1,1,32000,4096,auto,singularity,default,true
20-
Llama-2-13b-hf,Llama-2,13b-hf,LLM,a40,m2,08:00:00,1,1,32000,4096,auto,singularity,default,true
21-
Llama-2-13b-chat-hf,Llama-2,13b-chat-hf,LLM,a40,m2,08:00:00,1,1,32000,4096,auto,singularity,default,true
22-
Llama-2-70b-hf,Llama-2,70b-hf,LLM,a40,m2,08:00:00,4,1,32000,4096,auto,singularity,default,true
23-
Llama-2-70b-chat-hf,Llama-2,70b-chat-hf,LLM,a40,m2,08:00:00,4,1,32000,4096,auto,singularity,default,true
24-
llava-1.5-7b-hf,llava-1.5,7b-hf,VLM,a40,m2,08:00:00,1,1,32000,4096,auto,singularity,default,true
25-
llava-1.5-13b-hf,llava-1.5,13b-hf,VLM,a40,m2,08:00:00,1,1,32000,4096,auto,singularity,default,true
26-
llava-v1.6-mistral-7b-hf,llava-v1.6,mistral-7b-hf,VLM,a40,m2,08:00:00,1,1,32064,32768,auto,singularity,default,true
27-
llava-v1.6-34b-hf,llava-v1.6,34b-hf,VLM,a40,m2,08:00:00,2,1,64064,4096,auto,singularity,default,true
28-
Meta-Llama-3-8B,Meta-Llama-3,8B,LLM,a40,m2,08:00:00,1,1,128256,8192,auto,singularity,default,true
29-
Meta-Llama-3-8B-Instruct,Meta-Llama-3,8B-Instruct,LLM,a40,m2,08:00:00,1,1,128256,8192,auto,singularity,default,true
30-
Meta-Llama-3-70B,Meta-Llama-3,70B,LLM,a40,m2,08:00:00,4,1,128256,8192,auto,singularity,default,true
31-
Meta-Llama-3-70B-Instruct,Meta-Llama-3,70B-Instruct,LLM,a40,m2,08:00:00,4,1,128256,8192,auto,singularity,default,true
32-
Meta-Llama-3.1-8B,Meta-Llama-3.1,8B,LLM,a40,m2,08:00:00,1,1,128256,131072,auto,singularity,default,true
33-
Meta-Llama-3.1-8B-Instruct,Meta-Llama-3.1,8B-Instruct,LLM,a40,m2,08:00:00,1,1,128256,131072,auto,singularity,default,true
34-
Meta-Llama-3.1-70B,Meta-Llama-3.1,70B,LLM,a40,m2,08:00:00,4,1,128256,65536,auto,singularity,default,true
35-
Meta-Llama-3.1-70B-Instruct,Meta-Llama-3.1,70B-Instruct,LLM,a40,m2,08:00:00,4,1,128256,65536,auto,singularity,default,true
36-
Meta-Llama-3.1-405B-Instruct,Meta-Llama-3.1,405B-Instruct,LLM,a40,m4,02:00:00,4,8,128256,16384,auto,singularity,default,true
37-
Mistral-7B-v0.1,Mistral,7B-v0.1,LLM,a40,m2,08:00:00,1,1,32000,32768,auto,singularity,default,true
38-
Mistral-7B-Instruct-v0.1,Mistral,7B-Instruct-v0.1,LLM,a40,m2,08:00:00,1,1,32000,32768,auto,singularity,default,true
39-
Mistral-7B-Instruct-v0.2,Mistral,7B-Instruct-v0.2,LLM,a40,m2,08:00:00,1,1,32000,32768,auto,singularity,default,true
40-
Mistral-7B-v0.3,Mistral,7B-v0.3,LLM,a40,m2,08:00:00,1,1,32768,32768,auto,singularity,default,true
41-
Mistral-7B-Instruct-v0.3,Mistral,7B-Instruct-v0.3,LLM,a40,m2,08:00:00,1,1,32768,32768,auto,singularity,default,true
42-
Mistral-Large-Instruct-2407,Mistral,Large-Instruct-2407,LLM,a40,m2,08:00:00,4,2,32768,32768,auto,singularity,default,true
43-
Mixtral-8x7B-Instruct-v0.1,Mixtral,8x7B-Instruct-v0.1,LLM,a40,m2,08:00:00,4,1,32000,32768,auto,singularity,default,true
44-
Mixtral-8x22B-v0.1,Mixtral,8x22B-v0.1,LLM,a40,m2,08:00:00,4,2,32768,65536,auto,singularity,default,true
45-
Mixtral-8x22B-Instruct-v0.1,Mixtral,8x22B-Instruct-v0.1,LLM,a40,m2,08:00:00,4,2,32768,65536,auto,singularity,default,true
46-
Phi-3-medium-128k-instruct,Phi-3,medium-128k-instruct,LLM,a40,m2,08:00:00,2,1,32064,131072,auto,singularity,default,true
47-
Phi-3-vision-128k-instruct,Phi-3,vision-128k-instruct,VLM,a40,m2,08:00:00,2,1,32064,65536,auto,singularity,default,true
48-
Llama3-OpenBioLLM-70B,Llama3-OpenBioLLM,70B,LLM,a40,m2,08:00:00,4,1,128256,8192,auto,singularity,default,true
49-
Llama-3.1-Nemotron-70B-Instruct-HF,Llama-3.1-Nemotron,70B-Instruct-HF,LLM,a40,m2,08:00:00,4,1,128256,65536,auto,singularity,default,true
50-
Llama-3.2-1B,Llama-3.2,1B,LLM,a40,m2,08:00:00,1,1,128256,131072,auto,singularity,default,true
51-
Llama-3.2-1B-Instruct,Llama-3.2,1B-Instruct,LLM,a40,m2,08:00:00,1,1,128256,131072,auto,singularity,default,true
52-
Llama-3.2-3B,Llama-3.2,3B,LLM,a40,m2,08:00:00,1,1,128256,131072,auto,singularity,default,true
53-
Llama-3.2-3B-Instruct,Llama-3.2,3B-Instruct,LLM,a40,m2,08:00:00,1,1,128256,131072,auto,singularity,default,true
54-
Llama-3.2-11B-Vision,Llama-3.2,11B-Vision,VLM,a40,m2,08:00:00,1,1,128256,32768,auto,singularity,default,true
55-
Llama-3.2-11B-Vision-Instruct,Llama-3.2,11B-Vision-Instruct,VLM,a40,m2,08:00:00,1,1,128256,32768,auto,singularity,default,true
56-
Llama-3.2-90B-Vision,Llama-3.2,90B-Vision,VLM,a40,m2,08:00:00,4,2,128256,8192,auto,singularity,default,true
57-
Llama-3.2-90B-Vision-Instruct,Llama-3.2,90B-Vision-Instruct,VLM,a40,m2,08:00:00,4,2,128256,8192,auto,singularity,default,true
58-
Qwen2.5-0.5B-Instruct,Qwen2.5,0.5B-Instruct,LLM,a40,m2,08:00:00,1,1,152064,32768,auto,singularity,default,true
59-
Qwen2.5-1.5B-Instruct,Qwen2.5,1.5B-Instruct,LLM,a40,m2,08:00:00,1,1,152064,32768,auto,singularity,default,true
60-
Qwen2.5-3B-Instruct,Qwen2.5,3B-Instruct,LLM,a40,m2,08:00:00,1,1,152064,32768,auto,singularity,default,true
61-
Qwen2.5-7B-Instruct,Qwen2.5,7B-Instruct,LLM,a40,m2,08:00:00,1,1,152064,32768,auto,singularity,default,true
62-
Qwen2.5-14B-Instruct,Qwen2.5,14B-Instruct,LLM,a40,m2,08:00:00,1,1,152064,32768,auto,singularity,default,true
63-
Qwen2.5-32B-Instruct,Qwen2.5,32B-Instruct,LLM,a40,m2,08:00:00,2,1,152064,32768,auto,singularity,default,true
64-
Qwen2.5-72B-Instruct,Qwen2.5,72B-Instruct,LLM,a40,m2,08:00:00,4,1,152064,32768,auto,singularity,default,true
65-
Pixtral-12B-2409,Pixtral,12B-2409,VLM,a40,m2,08:00:00,1,1,131072,16384,auto,singularity,default,true
66-
bge-multilingual-gemma2,bge,multilingual-gemma2,Text Embedding,a40,m2,08:00:00,1,1,256002,4096,auto,singularity,default,true
67-
e5-mistral-7b-instruct,e5,mistral-7b-instruct,Text Embedding,a40,m2,08:00:00,1,1,32000,4096,auto,singularity,default,true
1+
model_name,model_family,model_variant,model_type,num_gpus,num_nodes,vocab_size,max_model_len,max_num_seqs,pipeline_parallelism,qos,time,partition,data_type,venv,log_dir
2+
c4ai-command-r-plus,c4ai-command-r,plus,LLM,4,2,256000,8192,256,true,m2,08:00:00,a40,auto,singularity,default
3+
c4ai-command-r-plus-08-2024,c4ai-command-r,plus-08-2024,LLM,4,2,256000,65536,256,true,m2,08:00:00,a40,auto,singularity,default
4+
c4ai-command-r-08-2024,c4ai-command-r,08-2024,LLM,2,1,256000,32768,256,true,m2,08:00:00,a40,auto,singularity,default
5+
CodeLlama-7b-hf,CodeLlama,7b-hf,LLM,1,1,32000,16384,256,true,m2,08:00:00,a40,auto,singularity,default
6+
CodeLlama-7b-Instruct-hf,CodeLlama,7b-Instruct-hf,LLM,1,1,32000,16384,256,true,m2,08:00:00,a40,auto,singularity,default
7+
CodeLlama-13b-hf,CodeLlama,13b-hf,LLM,1,1,32000,16384,256,true,m2,08:00:00,a40,auto,singularity,default
8+
CodeLlama-13b-Instruct-hf,CodeLlama,13b-Instruct-hf,LLM,1,1,32000,16384,256,true,m2,08:00:00,a40,auto,singularity,default
9+
CodeLlama-34b-hf,CodeLlama,34b-hf,LLM,2,1,32000,16384,256,true,m2,08:00:00,a40,auto,singularity,default
10+
CodeLlama-34b-Instruct-hf,CodeLlama,34b-Instruct-hf,LLM,2,1,32000,16384,256,true,m2,08:00:00,a40,auto,singularity,default
11+
CodeLlama-70b-hf,CodeLlama,70b-hf,LLM,4,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
12+
CodeLlama-70b-Instruct-hf,CodeLlama,70b-Instruct-hf,LLM,4,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
13+
dbrx-instruct,dbrx,instruct,LLM,4,2,100352,32000,256,true,m2,08:00:00,a40,auto,singularity,default
14+
gemma-2-9b,gemma-2,9b,LLM,1,1,256000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
15+
gemma-2-9b-it,gemma-2,9b-it,LLM,1,1,256000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
16+
gemma-2-27b,gemma-2,27b,LLM,2,1,256000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
17+
gemma-2-27b-it,gemma-2,27b-it,LLM,2,1,256000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
18+
Llama-2-7b-hf,Llama-2,7b-hf,LLM,1,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
19+
Llama-2-7b-chat-hf,Llama-2,7b-chat-hf,LLM,1,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
20+
Llama-2-13b-hf,Llama-2,13b-hf,LLM,1,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
21+
Llama-2-13b-chat-hf,Llama-2,13b-chat-hf,LLM,1,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
22+
Llama-2-70b-hf,Llama-2,70b-hf,LLM,4,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
23+
Llama-2-70b-chat-hf,Llama-2,70b-chat-hf,LLM,4,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
24+
llava-1.5-7b-hf,llava-1.5,7b-hf,VLM,1,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
25+
llava-1.5-13b-hf,llava-1.5,13b-hf,VLM,1,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default
26+
llava-v1.6-mistral-7b-hf,llava-v1.6,mistral-7b-hf,VLM,1,1,32064,32768,256,true,m2,08:00:00,a40,auto,singularity,default
27+
llava-v1.6-34b-hf,llava-v1.6,34b-hf,VLM,2,1,64064,4096,256,true,m2,08:00:00,a40,auto,singularity,default
28+
Meta-Llama-3-8B,Meta-Llama-3,8B,LLM,1,1,128256,8192,256,true,m2,08:00:00,a40,auto,singularity,default
29+
Meta-Llama-3-8B-Instruct,Meta-Llama-3,8B-Instruct,LLM,1,1,128256,8192,256,true,m2,08:00:00,a40,auto,singularity,default
30+
Meta-Llama-3-70B,Meta-Llama-3,70B,LLM,4,1,128256,8192,256,true,m2,08:00:00,a40,auto,singularity,default
31+
Meta-Llama-3-70B-Instruct,Meta-Llama-3,70B-Instruct,LLM,4,1,128256,8192,256,true,m2,08:00:00,a40,auto,singularity,default
32+
Meta-Llama-3.1-8B,Meta-Llama-3.1,8B,LLM,1,1,128256,131072,256,true,m2,08:00:00,a40,auto,singularity,default
33+
Meta-Llama-3.1-8B-Instruct,Meta-Llama-3.1,8B-Instruct,LLM,1,1,128256,131072,256,true,m2,08:00:00,a40,auto,singularity,default
34+
Meta-Llama-3.1-70B,Meta-Llama-3.1,70B,LLM,4,1,128256,65536,256,true,m2,08:00:00,a40,auto,singularity,default
35+
Meta-Llama-3.1-70B-Instruct,Meta-Llama-3.1,70B-Instruct,LLM,4,1,128256,65536,256,true,m2,08:00:00,a40,auto,singularity,default
36+
Meta-Llama-3.1-405B-Instruct,Meta-Llama-3.1,405B-Instruct,LLM,4,8,128256,16384,256,true,m4,02:00:00,a40,auto,singularity,default
37+
Mistral-7B-v0.1,Mistral,7B-v0.1,LLM,1,1,32000,32768,256,true,m2,08:00:00,a40,auto,singularity,default
38+
Mistral-7B-Instruct-v0.1,Mistral,7B-Instruct-v0.1,LLM,1,1,32000,32768,256,true,m2,08:00:00,a40,auto,singularity,default
39+
Mistral-7B-Instruct-v0.2,Mistral,7B-Instruct-v0.2,LLM,1,1,32000,32768,256,true,m2,08:00:00,a40,auto,singularity,default
40+
Mistral-7B-v0.3,Mistral,7B-v0.3,LLM,1,1,32768,32768,256,true,m2,08:00:00,a40,auto,singularity,default
41+
Mistral-7B-Instruct-v0.3,Mistral,7B-Instruct-v0.3,LLM,1,1,32768,32768,256,true,m2,08:00:00,a40,auto,singularity,default
42+
Mistral-Large-Instruct-2407,Mistral,Large-Instruct-2407,LLM,4,2,32768,32768,256,true,m2,08:00:00,a40,auto,singularity,default
43+
Mixtral-8x7B-Instruct-v0.1,Mixtral,8x7B-Instruct-v0.1,LLM,4,1,32000,32768,256,true,m2,08:00:00,a40,auto,singularity,default
44+
Mixtral-8x22B-v0.1,Mixtral,8x22B-v0.1,LLM,4,2,32768,65536,256,true,m2,08:00:00,a40,auto,singularity,default
45+
Mixtral-8x22B-Instruct-v0.1,Mixtral,8x22B-Instruct-v0.1,LLM,4,2,32768,65536,256,true,m2,08:00:00,a40,auto,singularity,default
46+
Phi-3-medium-128k-instruct,Phi-3,medium-128k-instruct,LLM,2,1,32064,131072,256,true,m2,08:00:00,a40,auto,singularity,default
47+
Phi-3-vision-128k-instruct,Phi-3,vision-128k-instruct,VLM,2,1,32064,65536,256,true,m2,08:00:00,a40,auto,singularity,default
48+
Llama3-OpenBioLLM-70B,Llama3-OpenBioLLM,70B,LLM,4,1,128256,8192,256,true,m2,08:00:00,a40,auto,singularity,default
49+
Llama-3.1-Nemotron-70B-Instruct-HF,Llama-3.1-Nemotron,70B-Instruct-HF,LLM,4,1,128256,65536,256,true,m2,08:00:00,a40,auto,singularity,default
50+
Llama-3.2-1B,Llama-3.2,1B,LLM,1,1,128256,131072,256,true,m2,08:00:00,a40,auto,singularity,default
51+
Llama-3.2-1B-Instruct,Llama-3.2,1B-Instruct,LLM,1,1,128256,131072,256,true,m2,08:00:00,a40,auto,singularity,default
52+
Llama-3.2-3B,Llama-3.2,3B,LLM,1,1,128256,131072,256,true,m2,08:00:00,a40,auto,singularity,default
53+
Llama-3.2-3B-Instruct,Llama-3.2,3B-Instruct,LLM,1,1,128256,131072,256,true,m2,08:00:00,a40,auto,singularity,default
54+
Llama-3.2-11B-Vision,Llama-3.2,11B-Vision,VLM,4,1,128256,4096,16,false,m2,08:00:00,a40,auto,singularity,default
55+
Llama-3.2-11B-Vision-Instruct,Llama-3.2,11B-Vision-Instruct,VLM,4,1,128256,4096,16,false,m2,08:00:00,a40,auto,singularity,default
56+
Llama-3.2-90B-Vision,Llama-3.2,90B-Vision,VLM,4,2,128256,4096,16,false,m2,08:00:00,a40,auto,singularity,default
57+
Llama-3.2-90B-Vision-Instruct,Llama-3.2,90B-Vision-Instruct,VLM,4,2,128256,4096,16,false,m2,08:00:00,a40,auto,singularity,default
58+
Qwen2.5-0.5B-Instruct,Qwen2.5,0.5B-Instruct,LLM,1,1,152064,32768,256,true,m2,08:00:00,a40,auto,singularity,default
59+
Qwen2.5-1.5B-Instruct,Qwen2.5,1.5B-Instruct,LLM,1,1,152064,32768,256,true,m2,08:00:00,a40,auto,singularity,default
60+
Qwen2.5-3B-Instruct,Qwen2.5,3B-Instruct,LLM,1,1,152064,32768,256,true,m2,08:00:00,a40,auto,singularity,default
61+
Qwen2.5-7B-Instruct,Qwen2.5,7B-Instruct,LLM,1,1,152064,32768,256,true,m2,08:00:00,a40,auto,singularity,default
62+
Qwen2.5-14B-Instruct,Qwen2.5,14B-Instruct,LLM,1,1,152064,32768,256,true,m2,08:00:00,a40,auto,singularity,default
63+
Qwen2.5-32B-Instruct,Qwen2.5,32B-Instruct,LLM,2,1,152064,32768,256,true,m2,08:00:00,a40,auto,singularity,default
64+
Qwen2.5-72B-Instruct,Qwen2.5,72B-Instruct,LLM,4,1,152064,16384,256,true,m2,08:00:00,a40,auto,singularity,default
65+
Pixtral-12B-2409,Pixtral,12B-2409,VLM,1,1,131072,8192,256,true,m2,08:00:00,a40,auto,singularity,default
66+
bge-multilingual-gemma2,bge,multilingual-gemma2,Text Embedding,1,1,256002,4096,256,true,m2,08:00:00,a40,auto,singularity,default
67+
e5-mistral-7b-instruct,e5,mistral-7b-instruct,Text Embedding,1,1,32000,4096,256,true,m2,08:00:00,a40,auto,singularity,default

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