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llm_runner: add Engine and Session interfaces #20243
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| /* | ||
| * 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. | ||
| */ | ||
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| // Engine/Session interfaces for model-specific LLM implementations. LLMEngine | ||
| // owns loaded model resources; LLMSession owns one logical generation state. | ||
| // Higher-level generation APIs can wrap this lower-level token-step contract. | ||
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| #pragma once | ||
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| #include <cstdint> | ||
| #include <memory> | ||
| #include <string> | ||
| #include <unordered_map> | ||
| #include <vector> | ||
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| #include <executorch/runtime/core/result.h> | ||
| #include <executorch/runtime/platform/compiler.h> | ||
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| namespace executorch::extension::llm { | ||
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| /// Per-decode sampling parameters. Implementations apply supported fields and | ||
| /// reject unsupported non-default values rather than silently ignoring them. -1 | ||
| /// temperature means implementation 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 | ||
| }; | ||
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| /// One decoded step: the exact sampled token id 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, or 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 without silently multiplying | ||
| /// model memory. This is an engine-level capacity contract, distinct from how a | ||
| /// session advances a conversation. | ||
| struct ET_EXPERIMENTAL LLMServingCapacity { | ||
| // Physical sessions creatable without duplicating model weights. | ||
| int32_t max_physical_sessions_without_weight_duplication = 1; | ||
| // Estimated device memory added per session, or 0 if unknown. | ||
| int64_t estimated_bytes_per_session = 0; | ||
| }; | ||
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| /// One logical generation state's mutable buffers and position cursor. Created | ||
| /// by an LLMEngine. | ||
| class ET_EXPERIMENTAL LLMSession { | ||
| public: | ||
| virtual ~LLMSession() = default; | ||
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| /// Prefill pre-tokenized input at the current position. Must be non-empty and | ||
| /// fit the context window. | ||
| /// | ||
| /// `initial_sampling` is for implementations that sample the first generated | ||
| /// token during prefill. Implementations that sample only in decode_one() may | ||
| /// ignore null/default configs, but should reject unsupported non-default | ||
| /// fields. | ||
| /// | ||
| /// 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 resident state. The | ||
| /// caller must call reset() (and only proceed once it returns Ok) before any | ||
| /// further prefill/decode; it must NOT retry the failed call. | ||
| ET_NODISCARD virtual ::executorch::runtime::Error prefill_tokens( | ||
| const std::vector<uint64_t>& tokens, | ||
| const SamplingConfig* initial_sampling = nullptr) = 0; | ||
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| /// 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). | ||
| ET_NODISCARD virtual ::executorch::runtime::Result<DecodeResult> decode_one( | ||
| const SamplingConfig& sampling) = 0; | ||
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| /// Current logical token position for this session. | ||
| virtual int64_t position() const = 0; | ||
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| /// Clear mutable state and position for a fresh conversation. | ||
| ET_NODISCARD virtual ::executorch::runtime::Error reset() = 0; | ||
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| /// 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; | ||
| }; | ||
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| /// Holds immutable model resources once and creates isolated sessions. How | ||
| /// many sessions can be created without duplicating model weights is | ||
| /// backend-dependent; see serving_capacity(). | ||
| class ET_EXPERIMENTAL LLMEngine { | ||
| public: | ||
| virtual ~LLMEngine() = default; | ||
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| /// Build a new session that reuses this engine's model resources and owns | ||
| /// its own mutable generation state. | ||
| ET_NODISCARD virtual ::executorch::runtime::Result< | ||
| std::unique_ptr<LLMSession>> | ||
| create_session() = 0; | ||
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| /// How many physical sessions this engine can host without duplicating | ||
| /// weights, plus an optional per-session memory estimate. | ||
| virtual LLMServingCapacity serving_capacity() const = 0; | ||
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| /// Model metadata such as context length and tokenizer-specific IDs. | ||
| virtual const std::unordered_map<std::string, int64_t>& metadata() const = 0; | ||
| }; | ||
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| } // namespace executorch::extension::llm | ||
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