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server : check that the prompt fits in the slot's context (#10030)
ggml-ci
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@ -573,6 +573,9 @@ class Model:
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if chkhsh == "0876d13b50744004aa9aeae05e7b0647eac9d801b5ba4668afc01e709c15e19f":
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# ref: https://huggingface.co/BAAI/bge-small-en-v1.5
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res = "bert-bge"
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if chkhsh == "8e62295832751ca1e8f92f2226f403dea30dc5165e448b5bfa05af5340c64ec7":
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# ref: https://huggingface.co/BAAI/bge-large-zh-v1.5
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res = "bert-bge-large"
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if chkhsh == "b6dc8df998e1cfbdc4eac8243701a65afe638679230920b50d6f17d81c098166":
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# ref: https://huggingface.co/mosaicml/mpt-7b
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res = "mpt"
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@ -72,6 +72,7 @@ models = [
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{"name": "deepseek-coder", "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base", },
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{"name": "falcon", "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/tiiuae/falcon-7b", },
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{"name": "bert-bge", "tokt": TOKENIZER_TYPE.WPM, "repo": "https://huggingface.co/BAAI/bge-small-en-v1.5", },
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{"name": "bert-bge-large", "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/BAAI/bge-large-zh-v1.5", },
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{"name": "mpt", "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/mosaicml/mpt-7b", },
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{"name": "starcoder", "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/bigcode/starcoder2-3b", },
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{"name": "gpt-2", "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/openai-community/gpt2", },
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@ -1882,12 +1882,17 @@ struct server_context {
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}
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if (slot.inf_type == SERVER_TASK_INF_TYPE_EMBEDDING || slot.inf_type == SERVER_TASK_INF_TYPE_RERANK) {
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// this prompt is too large to process - discard it
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if (slot.n_prompt_tokens > n_ubatch) {
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slot.release();
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send_error(slot, "input is too large to process. increase the physical batch size", ERROR_TYPE_SERVER);
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continue;
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}
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if (slot.n_prompt_tokens > slot.n_ctx) {
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slot.release();
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send_error(slot, "input is larger than the max context size. skipping", ERROR_TYPE_SERVER);
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continue;
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}
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} else {
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if (!params.ctx_shift) {
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// if context shift is disabled, we make sure prompt size is smaller than KV size
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