mirror of
https://github.com/KoboldAI/KoboldAI-Client.git
synced 2025-06-05 21:59:24 +02:00
Remove tpumtjgenerate
Dead code as far as I can tell. Now handled in tpu_raw_generate
This commit is contained in:
somebody
139
aiserver.py
139
aiserver.py
@@ -6349,145 +6349,6 @@ def pinsequence(n):
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text = koboldai_vars.genseqs[int(n)]['generated_text']
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text = koboldai_vars.genseqs[int(n)]['generated_text']
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send_debug()
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send_debug()
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#==================================================================#
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# Send text to TPU mesh transformer backend
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#==================================================================#
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def tpumtjgenerate(txt, minimum, maximum, found_entries=None):
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if(koboldai_vars.full_determinism):
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tpu_mtj_backend.set_rng_seed(koboldai_vars.seed)
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koboldai_vars.generated_tkns = 0
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if(found_entries is None):
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found_entries = set()
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found_entries = tuple(found_entries.copy() for _ in range(koboldai_vars.numseqs))
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if not koboldai_vars.quiet:
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logger.debug(f"Prompt Min:{minimum}, Max:{maximum}")
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logger.prompt(utils.decodenewlines(tokenizer.decode(txt)).encode("unicode_escape").decode("utf-8"))
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koboldai_vars._prompt = koboldai_vars.prompt
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# Submit input text to generator
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try:
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soft_tokens = tpumtjgetsofttokens()
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global past
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socketio.start_background_task(copy_current_request_context(check_for_backend_compilation))
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if(koboldai_vars.dynamicscan or (not koboldai_vars.nogenmod and koboldai_vars.has_genmod)):
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context = np.tile(np.uint32(txt), (koboldai_vars.numseqs, 1))
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past = np.empty((koboldai_vars.numseqs, 0), dtype=np.uint32)
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while(True):
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genout, n_generated, regeneration_required, halt = tpool.execute(
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tpu_mtj_backend.infer_dynamic,
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context,
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gen_len = maximum-minimum+1,
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numseqs=koboldai_vars.numseqs,
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soft_embeddings=koboldai_vars.sp,
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soft_tokens=soft_tokens,
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excluded_world_info=found_entries,
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)
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past = np.pad(past, ((0, 0), (0, n_generated)))
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for r in range(koboldai_vars.numseqs):
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for c in range(koboldai_vars.lua_koboldbridge.generated_cols):
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assert koboldai_vars.lua_koboldbridge.generated[r+1][c+1] is not None
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past[r, c] = koboldai_vars.lua_koboldbridge.generated[r+1][c+1]
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if(koboldai_vars.abort or halt or not regeneration_required):
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break
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print("(regeneration triggered)")
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encoded = []
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for i in range(koboldai_vars.numseqs):
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txt = utils.decodenewlines(tokenizer.decode(past[i]))
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#winfo, mem, anotetxt, _found_entries = calcsubmitbudgetheader(txt, force_use_txt=True, actions=koboldai_vars.actions)
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found_entries[i].update(_found_entries)
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#txt, _, _ = calcsubmitbudget(len(koboldai_vars.actions), winfo, mem, anotetxt, koboldai_vars.actions, submission=txt)
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txt, _, _, found_entries = koboldai_vars.calc_ai_text(submitted_text=txt)
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encoded.append(np.array(txt, dtype=np.uint32))
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max_length = len(max(encoded, key=len))
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encoded = np.stack(tuple(np.pad(e, (max_length - len(e), 0), constant_values=tpu_mtj_backend.pad_token_id) for e in encoded))
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context = np.concatenate(
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(
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encoded,
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past,
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),
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axis=-1,
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)
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else:
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genout = tpool.execute(
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tpu_mtj_backend.infer_static,
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np.uint32(txt),
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gen_len = maximum-minimum+1,
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temp=koboldai_vars.temp,
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top_p=koboldai_vars.top_p,
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top_k=koboldai_vars.top_k,
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tfs=koboldai_vars.tfs,
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typical=koboldai_vars.typical,
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top_a=koboldai_vars.top_a,
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numseqs=koboldai_vars.numseqs,
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repetition_penalty=koboldai_vars.rep_pen,
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rpslope=koboldai_vars.rep_pen_slope,
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rprange=koboldai_vars.rep_pen_range,
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soft_embeddings=koboldai_vars.sp,
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soft_tokens=soft_tokens,
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sampler_order=koboldai_vars.sampler_order,
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)
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past = genout
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for i in range(koboldai_vars.numseqs):
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koboldai_vars.lua_koboldbridge.generated[i+1] = koboldai_vars.lua_state.table(*genout[i].tolist())
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koboldai_vars.lua_koboldbridge.generated_cols = koboldai_vars.generated_tkns = genout[0].shape[-1]
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except Exception as e:
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if(issubclass(type(e), lupa.LuaError)):
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koboldai_vars.lua_koboldbridge.obliterate_multiverse()
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koboldai_vars.lua_running = False
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emit('from_server', {'cmd': 'errmsg', 'data': 'Lua script error; please check console.'}, broadcast=True, room="UI_1")
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sendUSStatItems()
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logger.error('LUA ERROR: ' + str(e).replace("\033", ""))
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logger.warning("Lua engine stopped; please open 'Userscripts' and press Load to reinitialize scripts.")
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socketio.emit("error", str(e), broadcast=True, room="UI_2")
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else:
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emit('from_server', {'cmd': 'errmsg', 'data': 'Error occurred during generator call; please check console.'}, broadcast=True, room="UI_1")
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print("{0}{1}{2}".format(colors.RED, traceback.format_exc().replace("\033", ""), colors.END), file=sys.stderr)
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socketio.emit("error", str(e), broadcast=True, room="UI_2")
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set_aibusy(0)
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return
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for i in range(koboldai_vars.numseqs):
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koboldai_vars.lua_koboldbridge.outputs[i+1] = utils.decodenewlines(tokenizer.decode(past[i]))
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genout = past
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execute_outmod()
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if(koboldai_vars.lua_koboldbridge.regeneration_required):
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koboldai_vars.lua_koboldbridge.regeneration_required = False
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genout = []
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for i in range(koboldai_vars.numseqs):
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genout.append({"generated_text": koboldai_vars.lua_koboldbridge.outputs[i+1]})
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assert type(genout[-1]["generated_text"]) is str
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else:
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genout = [{"generated_text": utils.decodenewlines(tokenizer.decode(txt))} for txt in genout]
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koboldai_vars.actions.append_options([applyoutputformatting(x["generated_text"]) for x in genout])
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genout = [{"generated_text": x['text']} for x in koboldai_vars.actions.get_current_options()]
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if(len(koboldai_vars.actions.get_current_options()) == 1):
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genresult(koboldai_vars.actions.get_current_options()[0]['text'])
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else:
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if(koboldai_vars.lua_koboldbridge.restart_sequence is not None and koboldai_vars.lua_koboldbridge.restart_sequence > 0):
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genresult(genout[koboldai_vars.lua_koboldbridge.restart_sequence-1]["generated_text"])
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else:
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genselect([{"generated_text": x['text']} for x in koboldai_vars.actions.get_current_options()])
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set_aibusy(0)
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#==================================================================#
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#==================================================================#
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# Replaces returns and newlines with HTML breaks
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# Replaces returns and newlines with HTML breaks
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#==================================================================#
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#==================================================================#
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