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server : disable context shift by default (#15416)
* server : disable context shift by default ggml-ci * server : make scopr of test parameters local
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commit
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16 changed files with 27 additions and 20 deletions
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@ -1530,6 +1530,13 @@ common_params_context common_params_parser_init(common_params & params, llama_ex
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params.ctx_shift = false;
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}
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).set_examples({LLAMA_EXAMPLE_MAIN, LLAMA_EXAMPLE_SERVER, LLAMA_EXAMPLE_IMATRIX, LLAMA_EXAMPLE_PERPLEXITY}).set_env("LLAMA_ARG_NO_CONTEXT_SHIFT"));
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add_opt(common_arg(
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{"--context-shift"},
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string_format("enables context shift on infinite text generation (default: %s)", params.ctx_shift ? "disabled" : "enabled"),
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[](common_params & params) {
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params.ctx_shift = true;
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}
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).set_examples({LLAMA_EXAMPLE_MAIN, LLAMA_EXAMPLE_SERVER, LLAMA_EXAMPLE_IMATRIX, LLAMA_EXAMPLE_PERPLEXITY}).set_env("LLAMA_ARG_CONTEXT_SHIFT"));
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add_opt(common_arg(
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{"--chunks"}, "N",
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string_format("max number of chunks to process (default: %d, -1 = all)", params.n_chunks),
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@ -375,7 +375,7 @@ struct common_params {
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bool cont_batching = true; // insert new sequences for decoding on-the-fly
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bool flash_attn = false; // flash attention
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bool no_perf = false; // disable performance metrics
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bool ctx_shift = true; // context shift on inifinite text generation
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bool ctx_shift = false; // context shift on inifinite text generation
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bool swa_full = false; // use full-size SWA cache (https://github.com/ggml-org/llama.cpp/pull/13194#issuecomment-2868343055)
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bool kv_unified = false; // enable unified KV cache
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@ -5,7 +5,7 @@ from utils import *
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server = ServerPreset.tinyllama2()
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama2()
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@ -7,7 +7,7 @@ from utils import *
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server = ServerPreset.tinyllama2()
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama2()
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@ -229,7 +229,7 @@ def test_nocache_long_input_prompt():
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"temperature": 1.0,
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"cache_prompt": False,
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})
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assert res.status_code == 200
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assert res.status_code == 400
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def test_completion_with_tokens_input():
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@ -11,7 +11,7 @@ Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu
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Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.
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""".strip()
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama2()
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@ -25,6 +25,7 @@ def test_ctx_shift_enabled():
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# the prompt is truncated to keep the last 109 tokens
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# 64 tokens are generated thanks to shifting the context when it gets full
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global server
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server.enable_ctx_shift = True
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server.start()
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res = server.make_request("POST", "/completion", data={
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"n_predict": 64,
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@ -42,7 +43,6 @@ def test_ctx_shift_enabled():
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])
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def test_ctx_shift_disabled_short_prompt(n_predict: int, n_token_output: int, truncated: bool):
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global server
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server.disable_ctx_shift = True
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server.n_predict = -1
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server.start()
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res = server.make_request("POST", "/completion", data={
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@ -56,7 +56,6 @@ def test_ctx_shift_disabled_short_prompt(n_predict: int, n_token_output: int, tr
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def test_ctx_shift_disabled_long_prompt():
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global server
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server.disable_ctx_shift = True
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server.start()
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res = server.make_request("POST", "/completion", data={
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"n_predict": 64,
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@ -68,7 +67,6 @@ def test_ctx_shift_disabled_long_prompt():
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def test_ctx_shift_disabled_stream():
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global server
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server.disable_ctx_shift = True
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server.start()
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res = server.make_stream_request("POST", "/v1/completions", data={
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"n_predict": 256,
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@ -8,7 +8,7 @@ server = ServerPreset.bert_bge_small()
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EPSILON = 1e-3
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.bert_bge_small()
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@ -3,7 +3,7 @@ from utils import *
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server = ServerPreset.tinyllama_infill()
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama_infill()
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@ -5,7 +5,7 @@ server = ServerPreset.stories15m_moe()
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LORA_FILE_URL = "https://huggingface.co/ggml-org/stories15M_MOE/resolve/main/moe_shakespeare15M.gguf"
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.stories15m_moe()
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@ -4,7 +4,7 @@ from utils import *
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server = ServerPreset.jina_reranker_tiny()
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.jina_reranker_tiny()
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@ -6,7 +6,7 @@ server = ServerPreset.tinyllama2()
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TEST_API_KEY = "sk-this-is-the-secret-key"
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama2()
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@ -3,7 +3,7 @@ from utils import *
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server = ServerPreset.tinyllama2()
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama2()
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@ -16,7 +16,7 @@ def create_server():
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server.draft_max = 8
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def fixture_create_server():
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return create_server()
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@ -91,6 +91,7 @@ def test_slot_ctx_not_exceeded():
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def test_with_ctx_shift():
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global server
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server.n_ctx = 64
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server.enable_ctx_shift = True
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server.start()
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res = server.make_request("POST", "/completion", data={
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"prompt": "Hello " * 56,
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@ -4,7 +4,7 @@ from utils import *
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server = ServerPreset.tinyllama2()
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@pytest.fixture(scope="module", autouse=True)
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama2()
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@ -22,6 +22,8 @@ def create_server():
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server.model_alias = "tinyllama-2-tool-call"
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server.server_port = 8081
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server.n_slots = 1
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server.n_ctx = 8192
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server.n_batch = 2048
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class CompletionMode(Enum):
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NORMAL = "normal"
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@ -79,7 +79,7 @@ class ServerProcess:
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draft: int | None = None
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api_key: str | None = None
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lora_files: List[str] | None = None
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disable_ctx_shift: int | None = False
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enable_ctx_shift: int | None = False
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draft_min: int | None = None
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draft_max: int | None = None
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no_webui: bool | None = None
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@ -178,8 +178,8 @@ class ServerProcess:
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if self.lora_files:
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for lora_file in self.lora_files:
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server_args.extend(["--lora", lora_file])
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if self.disable_ctx_shift:
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server_args.extend(["--no-context-shift"])
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if self.enable_ctx_shift:
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server_args.append("--context-shift")
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if self.api_key:
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server_args.extend(["--api-key", self.api_key])
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if self.draft_max:
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@ -581,7 +581,6 @@ int main(int argc, char ** argv) {
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params.model = params.vocoder.model;
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params.embedding = true;
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params.ctx_shift = false; // silence warning
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params.n_ubatch = params.n_batch;
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common_init_result llama_init_cts = common_init_from_params(params);
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