phoenix-oss/llama-stack
1
0
Fork 0
forked from phoenix-oss/llama-stack-mirror
Code Pull requests Releases Packages 2 Activity Actions

refactor: move all llama code to models/llama out of meta reference (#1887)

Browse source 
# What does this PR do?

Move around bits. This makes the copies from llama-models _much_ easier
to maintain and ensures we don't entangle meta-reference specific
tidbits into llama-models code even by accident.

Also, kills the meta-reference-quantized-gpu distro and rolls
quantization deps into meta-reference-gpu.

## Test Plan

```
LLAMA_MODELS_DEBUG=1 \
  with-proxy llama stack run meta-reference-gpu \
  --env INFERENCE_MODEL=meta-llama/Llama-4-Scout-17B-16E-Instruct \
   --env INFERENCE_CHECKPOINT_DIR=<DIR> \
   --env MODEL_PARALLEL_SIZE=4 \
   --env QUANTIZATION_TYPE=fp8_mixed
```

Start a server with and without quantization. Point integration tests to
it using:

```
pytest -s -v  tests/integration/inference/test_text_inference.py \
   --stack-config http://localhost:8321 --text-model meta-llama/Llama-4-Scout-17B-16E-Instruct
```
This commit is contained in:
Ashwin Bharambe 2025-04-07 15:03:58 -07:00 • committed by GitHub
parent c52ccc4bbd
commit 530d4bdfe1
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
85 changed files with 1267 additions and 1683 deletions
Download patch file Download diff file Expand all files Collapse all files

42
scripts/generate_prompt_format.py
View file

@ -5,13 +5,6 @@
# This source code is licensed under the terms described in the LICENSE file in
# the root directory of this source tree.
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the terms described in the LICENSE file in
# top-level folder for each specific model found within the models/ directory at
# the top-level of this source tree.
# Run this script:
# torchrun --nproc_per_node=8 scripts/generate_prompt_format.py meta-llama/Llama-4-17B-Omni-Instruct-BF16-16E ~/.llama/checkpoints/Llama-4-17B-Omni-Instruct-BF16-16E/ llama_stack.models.llama.llama4.prompts llama_stack/models/llama/llama4/prompt_format.md
@ -22,16 +15,9 @@ from pathlib import Path
import fire
from llama_stack.models.llama.llama3.generation import Llama3
from llama_stack.models.llama.llama4.generation import Llama4
from llama_stack.models.llama.sku_list import resolve_model
from llama_stack.providers.inline.inference.meta_reference.config import (
MetaReferenceInferenceConfig,
)
from llama_stack.providers.inline.inference.meta_reference.llama3.generation import (
Llama3,
)
from llama_stack.providers.inline.inference.meta_reference.llama4.generation import (
Llama4,
)
THIS_DIR = Path(__file__).parent.resolve()
@ -50,24 +36,12 @@ def run_main(
if not llama_model:
raise ValueError(f"Model {model_id} not found")
if not llama4:
config = MetaReferenceInferenceConfig(
model=model_id,
max_seq_len=4096,
max_batch_size=1,
checkpoint_dir=checkpoint_dir,
)
generator = Llama3.build(
config=config,
model_id=model_id,
llama_model=llama_model,
)
else:
generator = Llama4.build(
ckpt_dir=checkpoint_dir,
max_seq_len=4096,
max_batch_size=1,
)
cls = Llama4 if llama4 else Llama3
generator = cls.build(
ckpt_dir=checkpoint_dir,
max_seq_len=4096,
max_batch_size=1,
)
use_cases = module.usecases()
text = ""