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7 changes: 7 additions & 0 deletions extension/llm/runner/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,12 @@ include(${EXECUTORCH_ROOT}/tools/cmake/Codegen.cmake)
#
executorch_load_build_variables()

add_library(extension_llm_session INTERFACE)
target_link_libraries(extension_llm_session INTERFACE executorch_core)
target_include_directories(
extension_llm_session INTERFACE ${_common_include_directories}
)

# build llm runner library
list(TRANSFORM _extension_llm_runner__srcs PREPEND "${EXECUTORCH_ROOT}/")

Expand Down Expand Up @@ -81,6 +87,7 @@ if(EXECUTORCH_BUILD_CUDA)
endif()
endif()

install(TARGETS extension_llm_session EXPORT ExecuTorchTargets)
install(
TARGETS extension_llm_runner
EXPORT ExecuTorchTargets
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163 changes: 163 additions & 0 deletions extension/llm/runner/llm_session.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,163 @@
/*
* Copyright (c) Meta Platforms, Inc. and affiliates.
* All rights reserved.
*
* This source code is licensed under the BSD-style license found in the
* LICENSE file in the root directory of this source tree.
*/

// Model-agnostic Engine/Session interfaces. Model-specific execution lives in
// adapters that implement these (TextLLMSession over TextLLMRunner today;
// Gemma4Session etc. later); the serving code (HTTP control plane + C++ worker
// binaries) depends only on these interfaces, never on a concrete runner.
// This is a lower-level token-step contract than IRunner/GenerationConfig,
// which remain the higher-level generation API.

#pragma once

#include <cstdint>
#include <memory>
#include <string>
#include <unordered_map>
#include <vector>

#include <executorch/runtime/core/result.h>
#include <executorch/runtime/platform/compiler.h>

namespace executorch::extension::llm {

/// Per-decode sampling parameters. An adapter applies the fields it supports
/// and rejects non-default values of the rest rather than silently ignoring
/// them (today only temperature is plumbed). -1 temperature means model
/// default.
struct ET_EXPERIMENTAL SamplingConfig {
float temperature = -1.0f;
float top_p = 1.0f;
int32_t top_k = 0; // 0 = disabled
uint64_t seed = 0; // 0 = unset
};

/// One decoded step: the exact sampled token id (for prefix-cache id tracking
/// and batching) and its decoded text piece (raw bytes; may be a partial UTF-8
/// sequence the caller assembles).
///
/// `is_eos` is literal: the sampled token is an end-of-sequence token (use it
/// for the "stop" finish reason, metrics, cache/accounting). `is_terminal` is
/// the loop signal: generation ended at this step — either EOS or a cooperative
/// stop() took effect. A decode loop should end when is_terminal is set; every
/// EOS step is also terminal, but a stop step is terminal without being EOS.
///
/// For a cooperative stop step (requested via stop()), no token is forwarded,
/// position() must not advance, `token_id` must be 0, and `text_piece` must be
/// empty.
struct ET_EXPERIMENTAL DecodeResult {
uint64_t token_id = 0;
std::string text_piece;
bool is_eos = false;
bool is_terminal = false;
};
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/// How many physical sessions an engine can host, so the server admits logical
/// requests without silently multiplying model memory. This is a *serving
/// capacity* concern (engine-level), distinct from how a session advances a
/// conversation (LLMSession) — keep backend memory flags off LLMSession.
struct ET_EXPERIMENTAL LLMServingCapacity {
// Physical sessions creatable without duplicating packed weights.
// Conservatively 1 (some backends repack weights per runtime, so extra
// sessions would copy the whole model); raise only on a backend proven to
// share packed weights.
int32_t max_physical_sessions_without_weight_duplication = 1;
// Planned bytes one session adds (KV + activations). Reported for a FUTURE
// memory-budget admission policy; NOT yet enforced -- admission is currently
// by session COUNT only (--max-sessions). Over-provisioning therefore fails
// at the first execute (cudaMalloc) of the over-committed session, not at
// admit time. 0 = unknown.
int64_t estimated_bytes_per_session = 0;
};

/// One conversation's mutable state (KV cache, position cursor). Created by an
/// LLMEngine; conversation/cache-scoped (kept warm across requests for prefix
/// reuse), not request-scoped.
class ET_EXPERIMENTAL LLMSession {
public:
virtual ~LLMSession() = default;

/// Prefill pre-tokenized input at the current position (call seek() first for
/// prefix reuse). Must be non-empty and fit the context window.
///
/// `initial_sampling` (optional): the sampling config for the FIRST generated
/// token, for backends that sample during prefill (e.g. in-graph sampling).
/// Pass it so the first token uses the request's sampling instead of a stale
/// default. Backends that only sample in decode_one() ignore it. NOTE:
/// because the first token is sampled here, it does NOT pass through
/// decode_one()'s logit processors -- a grammar/tool mask that must constrain
/// the opening token is not applied to it (a known limitation for
/// grammar-constrained serving).
///
/// ERROR CONTRACT: an error may be returned AFTER backend state has already
/// mutated. On any error from prefill_tokens()/decode_one(), the session is
/// POISONED -- position() may no longer agree with the resident KV. The
/// caller must call reset() (and only proceed once it returns Ok) before any
/// further prefill/decode; it must NOT retry the failed call. The serving
/// worker enforces this (marks the session dirty and forces a reset next
/// request).
virtual ::executorch::runtime::Error prefill_tokens(
std::vector<uint64_t> tokens,
const SamplingConfig* initial_sampling = nullptr) = 0;

/// Decode one token from the pending state; looping reproduces a full
/// generation while returning exact sampled token ids. A normal decode_one()
/// runs one forward pass and is not interruptible mid-call. If stop() is
/// pending, decode_one() instead returns the synthetic terminal stop result
/// documented on DecodeResult without forwarding a token.
/// On error the session is poisoned -- see the error contract on
/// prefill_tokens() (reset() before any further use; never retry).
virtual ::executorch::runtime::Result<DecodeResult> decode_one(
const SamplingConfig& sampling) = 0;

/// Rewind the KV cache to `pos` (prefix reuse). Valid for full-KV models.
/// Returns InvalidArgument if `pos` is outside [0, position()]. Returns
/// NotSupported for models whose state cannot be safely rewound (for example,
/// non-KV-cache, sliding-window, or recurrent-state models); callers should
/// fall back to reset() + full prefill.
virtual ::executorch::runtime::Error seek(int64_t pos) = 0;

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why we have to have seek function in the top-level llm_session? For speculative decoding?


/// Number of tokens with resident KV (upper bound for seek()).
virtual int64_t position() const = 0;

/// Clear the KV cache / position for a fresh conversation.
virtual ::executorch::runtime::Error reset() = 0;

/// Request that a decode_one() loop stop. This is a TOKEN-BOUNDARY,
/// cooperative stop: it is safe to call from another thread, but it does not
/// abort a decode_one() that is already running. It takes effect at the next
/// decode_one(), which then returns a terminal step (is_terminal set, is_eos
/// false) without forwarding a new token. For that synthetic step, token_id
/// is 0, text_piece is empty, and position() does not advance. The stop is
/// cleared by the next prefill_tokens() or reset().
virtual void stop() = 0;
};

/// Holds the immutable model resources (program, tokenizer, metadata) once and
/// creates sessions that reuse them while isolating their own KV state. How
/// many sessions can be created without duplicating packed weights is backend-
/// dependent — see serving_capacity().
class ET_EXPERIMENTAL LLMEngine {
public:
virtual ~LLMEngine() = default;

/// Build a new session that reuses this engine's program/resources when the
/// backend supports it, with its own KV cache. serving_capacity() is the
/// authority on how many physical sessions are safe without weight
/// duplication.
virtual ::executorch::runtime::Result<std::unique_ptr<LLMSession>>
create_session() = 0;

/// How many physical sessions this engine can host without duplicating
/// weights (+ optional per-session memory estimate); the server clamps the
/// number of physical sessions it creates to this.
virtual LLMServingCapacity serving_capacity() const = 0;
virtual const std::unordered_map<std::string, int64_t>& metadata() const = 0;
};

} // namespace executorch::extension::llm
13 changes: 13 additions & 0 deletions extension/llm/runner/targets.bzl
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,18 @@ def define_common_targets():
visibility = ["PUBLIC"],
)

runtime.cxx_library(
name = "llm_session",
exported_headers = [
"llm_session.h",
],
visibility = ["PUBLIC"],
exported_deps = [
"//executorch/runtime/core:core",
"//executorch/runtime/platform:platform",
],
)

for aten in get_aten_mode_options():
aten_suffix = "_aten" if aten else ""

Expand Down Expand Up @@ -128,6 +140,7 @@ def define_common_targets():
exported_deps = [
":image_prefiller" + aten_suffix,
":irunner",
":llm_session",
":multimodal_runner_lib" + aten_suffix,
":text_decoder_runner" + aten_suffix,
":text_prefiller" + aten_suffix,
Expand Down
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