mirror of
https://github.com/trustgraph-ai/trustgraph.git
synced 2026-07-03 15:01:00 +02:00
74cc8a4685
git-subtree-dir: ai-context/trustgraph-templates git-subtree-split: 42a5fd1b678f32be378062e30451e2052ccb95dd
96 lines
3.4 KiB
Jsonnet
96 lines
3.4 KiB
Jsonnet
local images = import "values/images.jsonnet";
|
|
|
|
{
|
|
|
|
with:: function(key, value)
|
|
self + {
|
|
["tgi-service-" + key]:: value,
|
|
},
|
|
|
|
"tgi-service-model":: "meta-llama/Llama-3.3-70B-Instruct",
|
|
"tgi-service-cpus":: "64.0",
|
|
"tgi-service-memory":: "64G",
|
|
"tgi-service-storage":: "50G",
|
|
"tgi-service-num-shard":: 8,
|
|
"tgi-service-max-input-tokens":: 4096,
|
|
"tgi-service-max-total-tokens":: 4096,
|
|
"tgi-service-max-batch-size":: 128,
|
|
"tgi-service-max-concurrent-requests":: 512,
|
|
"tgi-service-hf-token":: null,
|
|
|
|
"tgi-service" +: {
|
|
|
|
create:: function(engine)
|
|
|
|
local vol = engine.volume("tgi-storage")
|
|
.with_size($["tgi-service-storage"]);
|
|
|
|
local container =
|
|
engine.container("tgi-service")
|
|
.with_image(images["tgi-service-gaudi"])
|
|
.with_command([
|
|
"--model-id",
|
|
$["tgi-service-model"],
|
|
"--hostname",
|
|
"0.0.0.0",
|
|
"--port",
|
|
"7000",
|
|
"--sharded",
|
|
"true",
|
|
"--num-shard",
|
|
std.toString($["tgi-service-num-shard"]),
|
|
"--max-input-tokens",
|
|
std.toString($["tgi-service-max-input-tokens"]),
|
|
"--max-total-tokens",
|
|
std.toString($["tgi-service-max-total-tokens"]),
|
|
"--max-batch-size",
|
|
std.toString($["tgi-service-max-batch-size"]),
|
|
"--max-waiting-tokens",
|
|
"7",
|
|
"--max-concurrent-requests",
|
|
std.toString($["tgi-service-max-concurrent-requests"]),
|
|
"--cuda-graphs",
|
|
"0",
|
|
])
|
|
.with_runtime("habana")
|
|
.with_environment({
|
|
HABANA_VISIBLE_DEVICES: "all",
|
|
OMPI_MCA_btl_vader_single_copy_mechanism: "none",
|
|
ENABLE_HPU_GRAPH: "true",
|
|
LIMIT_HPU_GRAPH: "true",
|
|
USE_FLASH_ATTENTION: "true",
|
|
FLASH_ATTENTION_RECOMPUTE: "true",
|
|
} + (
|
|
if $["tgi-service-hf-token"] != null
|
|
then { HF_TOKEN: $["tgi-service-hf-token"] }
|
|
else {}
|
|
))
|
|
.with_ipc("host")
|
|
.with_capability("SYS_NICE")
|
|
.with_limits(
|
|
$["tgi-service-cpus"], $["tgi-service-memory"]
|
|
)
|
|
.with_reservations(
|
|
$["tgi-service-cpus"], $["tgi-service-memory"]
|
|
)
|
|
.with_port(7000, 7000, "tgi")
|
|
.with_volume_mount(vol, "/root/.cache/huggingface");
|
|
|
|
local containerSet = engine.containers(
|
|
"tgi-service", [ container ]
|
|
);
|
|
|
|
local service =
|
|
engine.service(containerSet)
|
|
.with_port(7000, 7000, "tgi");
|
|
|
|
engine.resources([
|
|
vol,
|
|
containerSet,
|
|
service,
|
|
])
|
|
|
|
},
|
|
|
|
}
|
|
|