Update app.py
Browse files
app.py
CHANGED
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@@ -6,7 +6,6 @@ from quread.engine import QuantumStateVector
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from quread.exporters import to_openqasm2, to_qiskit, to_cirq
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from quread.llm_explain import explain_circuit_with_hf, ExplainConfig
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-
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# ---------- Helpers ----------
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def _new_sim(n_qubits: int):
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qc = QuantumStateVector(int(n_qubits))
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@@ -14,7 +13,6 @@ def _new_sim(n_qubits: int):
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selected_gate = "H"
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return qc, last_counts, selected_gate
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def _probs_top(qc, n_qubits: int, k: int = 6):
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probs = (np.abs(qc.state) ** 2)
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top = sorted(
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@@ -24,79 +22,62 @@ def _probs_top(qc, n_qubits: int, k: int = 6):
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)[:k]
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return top
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-
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def _counts_str(counts):
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if not counts:
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return "
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return "\n".join([f"{k}: {v}" for k, v in counts.items()])
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# ---------- Actions ----------
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def init_or_reset(n_qubits):
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qc, last_counts, selected_gate = _new_sim(n_qubits)
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return qc, last_counts, selected_gate, "✅ Reset done."
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-
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def set_gate(gate, selected_gate):
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return gate, f"✅ Selected gate: {gate}"
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def apply_selected_gate(qc, last_counts, selected_gate, target, n_qubits):
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qc.apply_single(selected_gate, target=int(target))
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last_counts = None
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return qc, last_counts, f"✅ Applied {selected_gate} on q{target}."
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def apply_cnot(qc, last_counts, control, target, n_qubits):
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if int(control) == int(target):
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return qc, last_counts, "❌ Control and target must be different."
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qc.apply_cnot(control=int(control), target=int(target))
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last_counts = None
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return qc, last_counts, f"✅ Applied CNOT (q{control} -> q{target})."
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-
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def sample_shots(qc, shots):
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last_counts = qc.sample(shots=int(shots))
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return last_counts, "✅ Sampled shots."
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-
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def measure_collapse(qc, shots):
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res = qc.measure_collapse()
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last_counts = qc.sample(shots=int(shots))
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return last_counts, f"✅ Collapsed to |{res}⟩ and sampled shots."
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-
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def update_views(qc, last_counts, n_qubits):
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ket = _ket_str(qc, max_terms=16)
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probs_top = _probs_top(qc, n_qubits, k=6)
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-
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qasm = to_openqasm2(qc.history, n_qubits=int(n_qubits))
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qiskit = to_qiskit(qc.history, n_qubits=int(n_qubits))
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cirq = to_cirq(qc.history, n_qubits=int(n_qubits))
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counts_text = _counts_str(last_counts)
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return ket, counts_text, qasm, qiskit, cirq, probs_top
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def explain_llm(qc, n_qubits, shots, hf_model_id):
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# Use the same state/prob logic you already implemented in Streamlit
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state_ket = qc.ket_notation(max_terms=6)
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probs_top = _probs_top(qc, int(n_qubits), k=6)
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cfg = ExplainConfig(
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#
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# We'll sanitize in llm_explain if you implemented that.
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model_id=hf_model_id.strip(),
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max_new_tokens=280,
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temperature=0.2,
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)
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n_qubits=int(n_qubits),
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history=qc.history,
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state_ket=state_ket,
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@@ -104,84 +85,129 @@ def explain_llm(qc, n_qubits, shots, hf_model_id):
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shots=int(shots),
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cfg=cfg,
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)
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return explanation
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qc_state = gr.State()
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last_counts_state = gr.State()
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selected_gate_state = gr.State()
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with gr.Row():
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def _init_all(n):
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qc, last_counts, selected_gate = _new_sim(n)
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return qc, last_counts, selected_gate
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-
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demo.load(
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fn=_init_all,
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inputs=[n_qubits],
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outputs=[qc_state, last_counts_state, selected_gate_state],
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)
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#
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n_qubits.change(
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fn=_refresh_dropdowns,
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inputs=[n_qubits],
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outputs=[target, control, cnot_target],
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)
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#
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reset_btn.click(
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fn=init_or_reset,
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inputs=[n_qubits],
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@@ -192,18 +218,18 @@ with gr.Blocks(title="Quread.ai — State Vector Studio (Gradio)") as demo:
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outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
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)
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#
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#
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apply_gate_btn.click(
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fn=apply_selected_gate,
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inputs=[qc_state, last_counts_state, selected_gate_state, target
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outputs=[qc_state, last_counts_state, status],
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).then(
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fn=update_views,
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outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
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)
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#
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apply_cnot_btn.click(
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fn=apply_cnot,
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inputs=[qc_state, last_counts_state, control, cnot_target
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outputs=[qc_state, last_counts_state, status],
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).then(
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fn=update_views,
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outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
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)
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#
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sample_btn.click(
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fn=sample_shots,
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inputs=[qc_state, shots],
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outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
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)
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#
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measure_btn.click(
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fn=measure_collapse,
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inputs=[qc_state, shots],
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outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
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)
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#
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explain_btn.click(
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fn=explain_llm,
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inputs=[qc_state, n_qubits, shots, hf_model_id],
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from quread.exporters import to_openqasm2, to_qiskit, to_cirq
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from quread.llm_explain import explain_circuit_with_hf, ExplainConfig
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# ---------- Helpers ----------
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def _new_sim(n_qubits: int):
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qc = QuantumStateVector(int(n_qubits))
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selected_gate = "H"
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return qc, last_counts, selected_gate
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def _probs_top(qc, n_qubits: int, k: int = 6):
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probs = (np.abs(qc.state) ** 2)
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top = sorted(
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)[:k]
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return top
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def _counts_str(counts):
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if not counts:
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return ""
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return "\n".join([f"{k}: {v}" for k, v in counts.items()])
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def update_views(qc, last_counts, n_qubits):
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ket = qc.ket_notation(max_terms=16)
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qasm = to_openqasm2(qc.history, n_qubits=int(n_qubits))
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qiskit = to_qiskit(qc.history, n_qubits=int(n_qubits))
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cirq = to_cirq(qc.history, n_qubits=int(n_qubits))
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probs_top = _probs_top(qc, int(n_qubits), k=6)
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counts_text = _counts_str(last_counts)
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return ket, counts_text, qasm, qiskit, cirq, probs_top
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def init_or_reset(n_qubits):
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qc, last_counts, selected_gate = _new_sim(n_qubits)
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return qc, last_counts, selected_gate, "✅ Reset done."
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def set_gate(gate):
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return gate, f"✅ Selected gate: {gate}"
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def apply_selected_gate(qc, last_counts, selected_gate, target):
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qc.apply_single(selected_gate, target=int(target))
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last_counts = None
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return qc, last_counts, f"✅ Applied {selected_gate} on q{target}."
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def apply_cnot(qc, last_counts, control, target):
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if int(control) == int(target):
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return qc, last_counts, "❌ Control and target must be different."
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qc.apply_cnot(control=int(control), target=int(target))
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last_counts = None
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return qc, last_counts, f"✅ Applied CNOT (q{control} -> q{target})."
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def sample_shots(qc, shots):
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last_counts = qc.sample(shots=int(shots))
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return last_counts, "✅ Sampled shots."
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def measure_collapse(qc, shots):
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res = qc.measure_collapse()
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last_counts = qc.sample(shots=int(shots))
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return last_counts, f"✅ Collapsed to |{res}⟩ and sampled shots."
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def explain_llm(qc, n_qubits, shots, hf_model_id):
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state_ket = qc.ket_notation(max_terms=6)
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probs_top = _probs_top(qc, int(n_qubits), k=6)
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cfg = ExplainConfig(
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model_id=hf_model_id.strip(), # use exact repo id like "google/flan-t5-base"
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max_new_tokens=280,
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temperature=0.2,
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)
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return explain_circuit_with_hf(
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n_qubits=int(n_qubits),
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history=qc.history,
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state_ket=state_ket,
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shots=int(shots),
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cfg=cfg,
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)
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def _refresh_choices(n):
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opts = list(range(int(n)))
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return (
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gr.Dropdown(choices=opts, value=0),
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gr.Dropdown(choices=opts, value=0),
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gr.Dropdown(choices=opts, value=min(1, int(n)-1)),
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)
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# ---------- Streamlit-like styling ----------
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CSS = """
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#title h1 { font-size: 42px !important; margin-bottom: 6px; }
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#subtitle { color: #6b7280; margin-top: 0px; }
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.sidebar {
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background: #f6f7fb;
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border-right: 1px solid #e5e7eb;
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border-radius: 14px;
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padding: 18px 14px;
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height: calc(100vh - 34px);
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position: sticky;
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top: 16px;
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}
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.card {
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background: white;
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border: 1px solid #e5e7eb;
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border-radius: 14px;
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padding: 14px;
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}
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.section-title { font-size: 22px; font-weight: 700; margin: 6px 0 10px; }
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.small-note { color: #6b7280; font-size: 12px; }
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"""
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theme = gr.themes.Soft(
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radius_size="lg",
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text_size="md"
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)
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with gr.Blocks(theme=theme, css=CSS, title="Quread.ai — State Vector Studio") as demo:
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qc_state = gr.State()
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last_counts_state = gr.State()
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selected_gate_state = gr.State()
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with gr.Row():
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# ----- Sidebar -----
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with gr.Column(scale=3, elem_classes=["sidebar"]):
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gr.Markdown("### Simulator Settings")
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n_qubits = gr.Slider(1, 10, value=2, step=1, label="Number of qubits")
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shots = gr.Slider(128, 8192, value=1024, step=128, label="Shots (for sampling)")
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gr.Markdown("---")
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gr.Markdown("### LLM Explanation (Hugging Face)")
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hf_model_id = gr.Textbox(value="google/flan-t5-base", label="HF model repo id")
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gr.Markdown("<div class='small-note'>Set secret in HF Space: <b>HF_TOKEN</b></div>")
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reset_btn = gr.Button("Reset Simulator", variant="secondary")
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# ----- Main content -----
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with gr.Column(scale=9):
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gr.Markdown("<div id='title'><h1>Quread.ai — State Vector Studio (Dev Tool Edition)</h1></div>")
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gr.Markdown("<div id='subtitle'>Build circuits, inspect the statevector, visualize the circuit, export to QASM/Qiskit/Cirq, and get grounded explanations.</div>")
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status = gr.Markdown("")
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# Gate palette (Streamlit-like buttons row)
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with gr.Group(elem_classes=["card"]):
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gr.Markdown("<div class='section-title'>Gate Palette</div>")
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| 154 |
+
with gr.Row():
|
| 155 |
+
gate_H = gr.Button("H")
|
| 156 |
+
gate_X = gr.Button("X")
|
| 157 |
+
gate_Y = gr.Button("Y")
|
| 158 |
+
gate_Z = gr.Button("Z")
|
| 159 |
+
gate_S = gr.Button("S")
|
| 160 |
+
gate_T = gr.Button("T")
|
| 161 |
+
|
| 162 |
+
target = gr.Dropdown(choices=[0, 1], value=0, label="Target qubit for single-qubit gates")
|
| 163 |
+
|
| 164 |
+
with gr.Row():
|
| 165 |
+
apply_gate_btn = gr.Button("Apply Selected Gate", variant="primary")
|
| 166 |
+
sample_btn = gr.Button("Sample shots")
|
| 167 |
+
measure_btn = gr.Button("Measure + Collapse")
|
| 168 |
+
|
| 169 |
+
gr.Markdown("**CNOT**")
|
| 170 |
+
with gr.Row():
|
| 171 |
+
control = gr.Dropdown(choices=[0, 1], value=0, label="Control")
|
| 172 |
+
cnot_target = gr.Dropdown(choices=[0, 1], value=1, label="Target")
|
| 173 |
+
apply_cnot_btn = gr.Button("Apply CNOT")
|
| 174 |
+
|
| 175 |
+
# Outputs (two-column like your screenshots)
|
| 176 |
+
with gr.Row():
|
| 177 |
+
with gr.Column(scale=7):
|
| 178 |
+
with gr.Group(elem_classes=["card"]):
|
| 179 |
+
gr.Markdown("<div class='section-title'>Statevector (human-readable)</div>")
|
| 180 |
+
ket_out = gr.Code(label="", language="python")
|
| 181 |
+
gr.Markdown("<div class='section-title'>Top probabilities</div>")
|
| 182 |
+
probs_out = gr.Dataframe(headers=["bitstring", "prob"], label="", interactive=False)
|
| 183 |
+
|
| 184 |
+
with gr.Column(scale=5):
|
| 185 |
+
with gr.Group(elem_classes=["card"]):
|
| 186 |
+
gr.Markdown("<div class='section-title'>Measurement distribution</div>")
|
| 187 |
+
counts_out = gr.Textbox(label="", lines=10, placeholder="Click 'Sample shots' or 'Measure + Collapse' to generate counts.")
|
| 188 |
+
with gr.Group(elem_classes=["card"]):
|
| 189 |
+
gr.Markdown("<div class='section-title'>Export</div>")
|
| 190 |
+
qasm_out = gr.Textbox(label="OpenQASM 2.0", lines=8)
|
| 191 |
+
qiskit_out = gr.Textbox(label="Qiskit code", lines=8)
|
| 192 |
+
cirq_out = gr.Textbox(label="Cirq code", lines=8)
|
| 193 |
+
|
| 194 |
+
with gr.Group(elem_classes=["card"]):
|
| 195 |
+
gr.Markdown("<div class='section-title'>Explain (HF Inference)</div>")
|
| 196 |
+
explain_btn = gr.Button("Explain (LLM)", variant="primary")
|
| 197 |
+
llm_out = gr.Markdown("")
|
| 198 |
+
gr.Markdown("<div class='small-note'>Tip: Sample shots first for better explanations.</div>")
|
| 199 |
+
|
| 200 |
+
# init
|
| 201 |
def _init_all(n):
|
| 202 |
qc, last_counts, selected_gate = _new_sim(n)
|
| 203 |
return qc, last_counts, selected_gate
|
| 204 |
|
| 205 |
+
demo.load(fn=_init_all, inputs=[n_qubits], outputs=[qc_state, last_counts_state, selected_gate_state])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 206 |
|
| 207 |
+
# keep dropdowns synced with n_qubits
|
| 208 |
+
n_qubits.change(fn=_refresh_choices, inputs=[n_qubits], outputs=[target, control, cnot_target])
|
|
|
|
|
|
|
|
|
|
|
|
|
| 209 |
|
| 210 |
+
# reset
|
| 211 |
reset_btn.click(
|
| 212 |
fn=init_or_reset,
|
| 213 |
inputs=[n_qubits],
|
|
|
|
| 218 |
outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
|
| 219 |
)
|
| 220 |
|
| 221 |
+
# gate select
|
| 222 |
+
gate_H.click(fn=lambda: set_gate("H"), outputs=[selected_gate_state, status])
|
| 223 |
+
gate_X.click(fn=lambda: set_gate("X"), outputs=[selected_gate_state, status])
|
| 224 |
+
gate_Y.click(fn=lambda: set_gate("Y"), outputs=[selected_gate_state, status])
|
| 225 |
+
gate_Z.click(fn=lambda: set_gate("Z"), outputs=[selected_gate_state, status])
|
| 226 |
+
gate_S.click(fn=lambda: set_gate("S"), outputs=[selected_gate_state, status])
|
| 227 |
+
gate_T.click(fn=lambda: set_gate("T"), outputs=[selected_gate_state, status])
|
| 228 |
|
| 229 |
+
# apply gate
|
| 230 |
apply_gate_btn.click(
|
| 231 |
fn=apply_selected_gate,
|
| 232 |
+
inputs=[qc_state, last_counts_state, selected_gate_state, target],
|
| 233 |
outputs=[qc_state, last_counts_state, status],
|
| 234 |
).then(
|
| 235 |
fn=update_views,
|
|
|
|
| 237 |
outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
|
| 238 |
)
|
| 239 |
|
| 240 |
+
# cnot
|
| 241 |
apply_cnot_btn.click(
|
| 242 |
fn=apply_cnot,
|
| 243 |
+
inputs=[qc_state, last_counts_state, control, cnot_target],
|
| 244 |
outputs=[qc_state, last_counts_state, status],
|
| 245 |
).then(
|
| 246 |
fn=update_views,
|
|
|
|
| 248 |
outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
|
| 249 |
)
|
| 250 |
|
| 251 |
+
# sample
|
| 252 |
sample_btn.click(
|
| 253 |
fn=sample_shots,
|
| 254 |
inputs=[qc_state, shots],
|
|
|
|
| 259 |
outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
|
| 260 |
)
|
| 261 |
|
| 262 |
+
# measure
|
| 263 |
measure_btn.click(
|
| 264 |
fn=measure_collapse,
|
| 265 |
inputs=[qc_state, shots],
|
|
|
|
| 270 |
outputs=[ket_out, counts_out, qasm_out, qiskit_out, cirq_out, probs_out],
|
| 271 |
)
|
| 272 |
|
| 273 |
+
# explain
|
| 274 |
explain_btn.click(
|
| 275 |
fn=explain_llm,
|
| 276 |
inputs=[qc_state, n_qubits, shots, hf_model_id],
|