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llama-context: add ability to get logits (#14672)
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@ -731,7 +731,8 @@ int llama_context::encode(const llama_batch & batch_inp) {
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const auto & hparams = model.hparams;
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const int64_t n_embd = hparams.n_embd;
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const int64_t n_embd = hparams.n_embd;
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const int32_t n_vocab = model.vocab.n_tokens();
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// note: during encode, we always pass the full sequence starting from pos = 0
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if (!balloc->init(batch_inp, model.vocab, nullptr, n_embd, true)) {
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@ -791,10 +792,20 @@ int llama_context::encode(const llama_batch & batch_inp) {
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}
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}
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auto * t_logits = res->get_logits();
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auto * t_embd = res->get_embd_pooled() ? res->get_embd_pooled() : res->get_embd();
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// extract logits
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if (logits && t_logits) {
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ggml_backend_t backend_res = ggml_backend_sched_get_tensor_backend(sched.get(), t_logits);
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GGML_ASSERT(backend_res != nullptr);
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GGML_ASSERT(logits != nullptr);
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ggml_backend_tensor_get_async(backend_res, t_logits, logits, 0, n_tokens*n_vocab*sizeof(float));
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}
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// extract embeddings
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if (t_embd) {
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if (embd && t_embd) {
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ggml_backend_t backend_embd = ggml_backend_sched_get_tensor_backend(sched.get(), t_embd);
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GGML_ASSERT(backend_embd != nullptr);
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