gpt

https://github.com/furyhawk/nanoGPT

train

python train.py --dataset=shakespeare --n_layer=4 --n_head=4 --n_embd=64 --device=mps --compile=False --eval_iters=1 --block_size=64 --batch_size=16

logs

iter 432061: loss 3.3774, time 102.72ms

number of parameters: 3.42M No meta.pkl found, assuming GPT-2 encodings...

The state of heaven with him yet have set The enam received in his power, It will be such,morrow; if he be By common enemies, so may not do, you As if you mark the truth.

FLORIZEL: Why is my part; Not here my life, we'll do't, where it is The lark that the Earl of Warwick is slain: On bold, my rest, my liege, in whose good time I'll drown him worthy me to my Earl towards, Is Come to draw to scARD a fearful day. 3 KING HENRY VI

KING LEWIS XI: What! canst thou live in poor soul, To do him banish'd at the same our point And the freshinks I come, 'tis aught to have but I fear you joys: all that I cannot On thee would of my heart, my poor soul, To be so bold a knave in this time; And thou by, she's children's blood, only, it is To see my life.

MARIANA: A thousand part, indeed, sir, a time As you will wonder not: come, my liege, I well; And he is too a gentleman. See that with the voice that at once, you must Flried the senators of the any it good to us being son: but, I cannot be done; but we can tell him; for him I'll draw your words together. What you will know how you?

COMINIUS: They are, uncle.

CORIOLANUS: Therefore, my gracious friend, I am the farther un ches: What, poor! I beseech you, let it be a cousin.

VOLUMNIA: Tush, the gods!

MENENIUS: I am too! Nay begin to bid my lady play well: I am no pity that willy heir is right; But, by his leave I have or why it is.

CORIOLANUS: Not? let me see, you are strange? They have made no more than all. Hath my wife's lord, upon pain of death.

Third Citizen: Why,


I shall have had some heard of you hear.

QUEEN MARGARET: And so we all, I thank thee: 'tis more; Thou art the letter, and thou hast not so: wouldst be done, hark you, I know, my soul here have t something So to say, but I pray, and no more.

ISABELLA: O, if it were full of such deep Norfolk, love, I would have more than his gracious fault Than Angelo first to you at great comfort.

ANGELO: Yea, and make you he crook 'pt TrleKE: I'll make.

Provost: What, my general?

DUKE VINCENTIO: 'Tis like of his most, And leave me to the will for my poor side.

ANGELO: Hath the king'ster heaven with the majesty of tears, With a kind: I have, my lord, must die.

MARCIUS: Tell me hate them not, honesty are there To entreat of my wife, and my son to my order, And set the mother all my father's consent To make the must fly: so go: From whom that I would not, I do not fear, As well I will have me, you are vile toward.

QUEEN MARGARET: But, by your vouchius, I fear not what I am: For since we came, your father's, at the least?

Second Servant: Tis more than this of you can but have done My love or mercy to the queen of heaven: But I have forgot it, more, goodenio.

CAPULET: Ay, as the matter I told you speak, my lord.

BALTHASAR: But to the case of the Tower.

ROMEO: Never; live, my lord, my soul is as well: I hope, by this which is a villain, When that thy brothers Romeo is, one sun With thy mother's wife, that I may return To know me what a dream hath as well As she run thought to be your mother, I I may not need to my sweet,


CAPULET: Ay, what art thou?

ROMEO: A queen, nurse?

JULIET: Good lords, If thou dost know ye but.

JULIET: Say, that Richmond's soul, take me in all.

ROMEO: O, Romeo, I will not weep a while.

JULIET: For the defry of grief makes them fair: But since unsapblful villain's wit of heaven It was a friend for ever-day, When I was lawful oath and not so, I am born to do it would it might be, I am revenged on-hearted my leaves dead king's oath, For the wantless blood whose heads must enter: 'Tis the Lord Northumberland that King Edward was himself, The Duke of Warwick, and his place in France, And thou shalt come to my will-day shall not stay.

HENRY BOLINGBROKE: Why, howof, I beseech you talk of, Here must I play my heart with a cruelay; That doth not fall dead, I know the matter.

DUKE VINCENTIO: You had even like'd, fie me, 'tis, I am resolved: Nay, unadBe now, I have heard her speak more than you I speak at peace.

ANGELO: Well, I do beseech you, fair sir. Your eyes will not come upon me: he is most man, it is not so: so most much little most wrong, and may go to that by: which you have therein your hate, we may see themselves.

LADY CAPULET: We are in prison, one word; ask him; For some you win me, upon his best: You know no better for the mind, there's no matter stands on him.

DUCHESS OF YORK: How wouldst thou?

Messenger: My gracious lord, I like youThis.

DUKE OF YORK: Is it not dead, cousin.

DUCHESS OF YORK: Then 'tis shame forAnd all that thou wast?

KING R

DUKE VINCENTIO: Romeo.

Provost: It do trust me.

ANGELO: Our lord, I cannot speak the good word: Since I havewas not it, I do'll therefore know Will a divineade me speak.

ISABELLA: O, let me hear what you did deliver, By 'twere pity to him. This friends, be his head it, with one that's no matter, look to me as this lure of the prince a curse; more stands on't; No, sir; not a very weak of mine, If not that. Now, andso death's like death! I see, and hear Montague, my Montague. Who knows thou nothing; be not gentle, I may not, yet they shall be so, then; And had he come'd withAnd the oracle: I'll have your heart: that I shall follow that send him; that, we will warrant you, andPEY?

ELBOW: Nay, he shall get a man to me.

ELBOW: Look, very well, he shallEL' the better royal, which I do do't But I shall find, a time will be from his spirit. I prithee, take one: give me not your comfortier: I will not be come to-morrow; let's entreaty?

ROMEO: I beseech your grace, sir,--

BISHOP OF CARke, my dTwere 't.

BUCKINGHAM: I will, my lord: nay, You will have you go with me to please again.

BUCKINGHAM: You will not hear duty, but for I will, sir, You have not the lady will with thee love But what you may! You are sure of he is to be a doth valiant; I will wot the prince: and have first to-morrow then.

ANGELO: Thy business is the more and that my brother's sister.

ISABELLA: It cannot be so.

DUKE VINCENTIO: I say you, well; for if his present is the


WARWICK: And thou wert enam'd; I'll not be mine own?

KING LEWIS XI: What man is none than that at his house, That bear their down heart to Edward's-t thou him?

WARWICK: Bid me, noble lord, our friends are fled, And sit to be true; and with all our sonsiss, From forth the most defend in theile departedath Be not born to make a husband as if I send it to thought that I did weep, And quench blood or not well.

KING RICHARD II: O I was Clarence! What'sFL words were it: That I, as we are, that they have no friend, Even in the blood of heaven of fight, Thou p country's blood and'd. Come, and go with thee go; And, as mine I remember as any man's son As merry as I told the people and am mighty As'd an hour begin and bears our hands, But shame no other Paris and her be drawn.

ROMEO: Is my long come. carry, let'st thou father In this remembrance of love: thou eat not 'em most noble swear tongue for what thou mayst, not wert between. The Earl of heaven of Warwick's love, this man, That's hearts, the true king, myMON and Sir. And unlook'd in the princess slain, Is beg of hen, and did yield in their arms At no moreOR create give from their hands, For the dead George of Clarence to his king, Who spake me his enemies shall hold it.

BUCKINGHAM: My lord, my gracious lord, You had a power of wisdom cam thou out of mine?

KING RICHARD II: He hath enem this, people, but I'll win me.

CATESBY: Then here, my lord.

KING RICHARD III: Nor I, the crown that queen is slain, To take the devil of our other linean ground, Not his our kingly curse people's-Which they that Is put to have open honesty Either to come in their arms.

QUEEN MARGARET:


ANTIGONUS: Hear you not?

First Citizen: Come, sir; go, be it must none but you: I am ta'en and leave of you; and, then, go with me.

First Servingman: Why, we will, sir.

Second Servingman: I would not, no more: the provost.

Third Servingman: What's the matter?

Third Servingman: What's the matter?

Second Servingman: No, my master, I can tell; I know how it you, thereof he m it.

Clown: He's here; we should be a witness to the purpose.

Third Citizen: He hath done what you are done.

Third Servingman: A Romeo, sir, for them he would have found baw Rome of the world.

CORIOLANUS: But I love the child, Not that thou hast other of thy life.

Third Servingman: If thou she were thrice a man, And had these griefing force royal royal queen; And I am son, and I love thee myself.

KING RICHARD III: But I will be poor; which he is he made?

BUCKINGHAM: My gracious lord, let's see your grace be company.

KING RICHARD III: Why, what a fellow should be?

BUCKINGHAM: My lord, 'tis a subject, proud Which else, which, had some him, it will with heaven Till wind manage our doth made over his land. Why, proud I have ta'en the service of the people, That would not have more better that, Which will be satisfied; and, how his ignorant shouldER' He seems not? and I have had rather thy, To do my country, to make the'd right, With all the envy of this loyal, Our holy and be England and Duke of York, Not in his second soul I and have been The which never bid us, and call King Richard's lord.

HENRY BOLINGBROKE: Welcome, uncle; we shall not be unto him; But so, my good son, I


I do further.

KING RICHARD III: Why, then, I confess thee, lord, If thou hadst never yet thou yet hadst never, But yet thou wilt wert up in thy horse.

CLIFFORD: Clarence and Gloucester, I will not bethink, But that's not yet did nothing: but the gods The times of revenge!

RICHARD: Nay, bring me what ancient, and this hand.'

KING HENRY VI: But, to thee speak commonth very day!

CLIFFORD: That thou wert so disgraced me to me.

KING HENRY VI: Woth he the oath that I should tread upon our way?

CLIFFORD: What may your grace in poor Henry's life and him?

WARWICK: No, like a bawd, you not so; and, and for the poor one did, he is even to give his l.

WARWICK: Uncle, so: I do intend to him in all, I hope.

KING HENRY VI: How far I mean? if this be so bold with! The which, his queen, the queen, his love; And so, gentle king, may they do you in at night And fly him in the slander of his king, To be revenged on him that, so should you have; For, by this way be you found you to, She's a woman.

ANGELO: He will not see you, sir.

ESCALUS: I am aTo your request in hand, you shall in arms You must give, and yet go by, a course it is thence.

ESCALUS: LARTI not mock mine own good.

ANGELO: Do you hear. The duke hath forgot you for what you are?

ESCALUS: BUS: for whose offence?

CORIOLANUS: What to you?

CORIOLANUS: O, worthy madam, And have I too most, you shall not.

AUFIDIUS: Worthy sir, farewell.

VOL

Had not himself, nor known she!

Provost: An me, both that; he did, sir, to steal-on Her mother's Romeo! O old faithful friar!

JULIET: Why do I more than that I should never speak of.

ROMEO: Nay, rather give me leave me that I will; For I shall find some better happy days Than lay, a man.

FRIAR LAURENCE: But slain, her hath the next day a little.

ROMEO: Nay, good woman; my turn in thy sake art full nights here. Who is dead and young prince. Ah, how, dost thou find me to thy breast, Thine hast he, and more, a noble fawd. Sir, thou canst not speak, I wouldst thou wert For sleep the mark of thy deadly years? Ah, keep'st, asLord men, thou hast got By so thy voice: there's no power, it is none honest.

MERCUTIO: Tybalt, Romeo, whom I have the best I think how I have done.

ROMEO: Thy life art thou, that thou art too fair!

BENVOLIO: Mehe, and go not in 't.

MERCUTIO: Nay, I'll bring some noise for a for that.

CLAUDIO: Your face? aarer is a traitor's head to pluck him to the king the house. But which you can do I have to the hand; for it will be, as I am and a block withFor a man that Claudio hath married, If be a uncle.

DUKE VINCENTIO: He did know more. You are most little more, he hath done it well, our the city and do them to make me theD:' Aufidius come to me and brother; and she isome with those that hath been, 'twere pity us all. Then, soft, wot each that am aly; For now I did well know. My mother!

LEONTES: What's well man?

CAMILLO:


KING RICHARD III: Be not so?

HENRY BOLINGBROKE: So that of God he would have the king his!

BUCKINGHAM: I'll make more than my gracious case: I will bear the deed.

KING RICHARD III: tis you by king, I would am I bethink, To make an amissant in love That thou wouldst protest to keep post toOR'n; And thou he is not nowSo.

LEONTES: Unman, it is; Nay, good my good lord, be satisfied still.

LEONTES: A most business: Let me have been since I was to be mercy; Whiles the lark-f orth-she, He cannot, Marcius worthyKE: 'tis well stock no poison. The manner of the envy he spake to Marcius, That with the power is worth dead, the doth be brief, In worthy Romeo hastous tune up.

KING RICHARD II: Whom was it so, my child is set on death.

HENRY BOLINGBROKE: ClOR, my lord; With late that cons news, for, to that I would Trueass the great number pardon'd, from your head already're his mind i' the there, I will.

DUKE VINCENTIO: You do but see your highness of your arms Would know the king's mouth with peace.

MARIANA: I mean, a son, it is not a word through a tear for Claudio, and be banished; But when you bid this manner bless us, In whom we have had been wont to do, 'twas upon the business, you I shall call'd his friends to him, and then.

DUKE OF Lord: He's tearsark; for long my gentleness' I let me hear; good cousin, adieu! Belike his hands I in his remedy; And I have died to face, my love to me, And I will make him leave of can say, I had rather keep their words with him to keep him Whither, to thy fortune but put off;


And see that this terror may be so, So if that cannot: so that's the friend, That will be deservedly of your honour's life, Let thy rage here cut in his grave; One side do not.

MENENIUS: Hath the people's great state by power, That they shall have set up a part; But, as minetis the nothing of a man, That is the deputy,tis well for fault, And breathed his honour with the fear of death, That all for that as you are, and we may live.

BALTHASAR: A pretty fardman!

RICHMOND: Bid him be here? and I'll make me pardon up.

RIVERS: What, hast he not?

BUCKINGHAM: My lord, my gracious lord.

KING RICHARD III: As I remember; against thee, thou wert not so much done, That thou canst swear and thee, for thou hast no cause.

RATCLIFF: I will not be not, my lord.

KING RICHARD III: Ay, O my children, my eyes!

BUCKINGHAM: No, mighty lord, I hope, shall understand it.

KING RICHARD III: I know no? but himself he is done; The side must be seen and make me wrong.

QUEEN ELIZABETH: That thou mean I sent to see thy life To have no more fit than it is in this world To look upon thy brother's make me hear, The Duke of Norfolk; if thou darest with Thy Lord Northumberland, rouse'd and thy crown, For thou shalt no life but by thy kingdom.

KING EDWARD IV: But thou, in my turn, my grave jest thou, You, the newats, and have the ears, Where fruit men have done-bended, then my daughter Of happyness! O my woman! If thou didst, thou tis'st fair a piteous, which he was, And know not 't prove a thousand right while you That you are to have something: so, my kingdom, 'Tis just that I

iter 506998: loss 3.5516, time 71.91ms iter 506999: loss 3.6803, time 72.24ms iter 507000: loss 3.3026, time 72.24ms iter 507001: loss 3.4185, time 71.62ms iter 507002: loss 3.6271, time 73.12ms iter 507003: loss 3.5836, time 71.73ms iter 507004: loss 3.1981, time 75.92ms iter 507005: loss 3.6141, time 71.98ms iter 507006: loss 3.2294, time 73.99ms

number of parameters: 3.42M No meta.pkl found, assuming GPT-2 encodings...

The state of heaven with him, and that his body is humray'd this.

WARWICK: And I.

DUCHESS OF YORK: My dear lord,

DUCHESS OF YORK:

HENRY BOLINGBROKE: As far go we as any we toOL?

HORTENSIO: I think she is well: then will you have so: I would we were not been then in war's good.

DUKE VINCENTIO: We shall not be still be gone and been to see.

GREMIO: And your good lord, I would all and like you; and in your hope.

ISABELLA: I can know the truth, I am your father's house.

DUKE VINCENTIO: It is no gone, sir?

LUCIO: I think I would, sir, I know say, I am a friendlike by him: it is the very much of your blood; if Would I be well show'd of you in the bosom And our new-a.

Provost:

MAMILLIUS: My lord, I'll warrant thee a holy heart: which's with mine, I am too good to him.

LEONTES: I am none; Sir, for your son I have here in this business To the justice of your father's worth.

PAULINA: It is my gr in that I were, To the most of your own: your therefore have Be consul: Come, come, go, go, be much here too much: I am no more.

LEONTES: They are such a and the and yet.

HERMIONE: The better, sir; I am an't that you have notity.

LEONTES:

LEONTES: Well, well, what!

LARTIUS: I am so.

PAULINA: I pray any I, sir?

PAULINA: Alas, poor woman! What ha

HENRYHAM: Too true Clarence was a holy bed.

CAMILLO

I shall have had a brother of your son, To yield your brother's brother.

LordOUCESTER:

CLARENCE:

KING EDWARD IV:

KING EDWARD IV: Why, then, think you what: go-morrow, son, That you must not do that I am just, For when you can, my lord, my brother, Henry With your brother, if he bring end to your last. And, high-ed, if you see her you do, He would not have been thus an whose speak With that most un Butice: I would, he were born, a name: The house of him I'll speak to see your wife's.

DUKE VINCENTIO: 'Tis not her in, sir, his friends, which Of wrongstAName to the earth, with a little way.

ISABELLA: I am so mither'd by the point of it That I have had.

DUKE VINCENTIO: O, let me think; and let me see a word.

Provost: I wouldISABELLA: Wilt thou not, then, not in a very kind for a very for me that I did use me from him to speak. And I beseech your majesty and your bosom And my great opinion, have a wife and father, Unto my brother father and my well.

FRIAR LAURENCE: And there is my hNor talk'd be no sworn to death But that I should think 'twack the part of you In the duke's daughter.

Nurse: A love a man that his blood is more a life Than this may standow make her false friends. Nay, more farewell; I not for't; Our unf shors'll ask you: come by the man-likeent of this lady is the least, But to the everatter of me dearest day, Or me but one earth, like a thing that Not so much sorrow's, as many more is true Than this in his own! as our bthe light As I do! What's in all my shame already may in openings! You, my sweet


HASTINGS: Be early what would you say to our lord?

YORK: It is not so.

GLOUCESTER: It is.

LADY ANNE: sweet my old grace, that thou follow'st!

GLOUCESTER: And, for God's sake, till you are three years.

LADY ANNE: What, prince?

GLOUCESTER: No noble thing I should be a happy king?

GLOUCESTER: Away with him!

DUCHESS OF YORK: My lord, I must not need: Yere to my children's love's loss of thee, But thou, even to the king, thou thy doubt'st tongue.

KING RICHARD III: What is't o'So?

DUCHESS OF YORK: I, by my life, I have done, but so in once For in the virtue of our blood: without that kind Was never so far gGLOUCESTR well, And I will follow him.

DUKE VINCENTIO: M King Richard, give me leave to my thou thou go Be at home of these good fairWARD. But of what, thou dost to do Edward!

B vouch'd: My lords, more than you shall please our royal name.

LORD ROMASET: So, to save the king; yet he's just, And come, to answer me in him my country, And you shall have you where we did say the prince?

DUCHESS OF YORK: My Lord, may you do this dangerous lady, My father's heart, which your hand did thee yet be The first one of this noble Edward's king; And yet that is no more: come to thee, For I am we of my your love.

KATHARINA: I have a very.

KING RICHARD III: sadful lord, and his part-f ready I come To make the king a king from him there is That he's made good. Come, let you go; But there be 'twere noIC at you all; But you shall have


France, for honour; if you were now have My body hath done to banish yourself, To prove a good will-dew heart, Wherein my noble prince was comfort To make a man's name and a great bed: 'Tis well aKINGBe, he's in a child I'll be by my husband; let me she: I'll have it if I use my sake. Why, how, let is in that sword this traitor!

HENRY BOLINGBROKE: Richard, help! but more than his that I'll make my tongue to love thee such life As thou art to Romeo.

KING EDWARD IV: This? but doth he not Edward's death's death!

HEN MARGARET: It is more than no more yet than by it.

BUCKINGHAM: What, is it so?

GLOUCESTER: I shall be there was in my heart With gracious lord and my good lordle brought He is well: but I hear you will Give me to my duty, to the world.

First Murderer: Because thou canst love, that ever, thy love, thy child, Thy man shall take a grave on thy wretcheding. Fare not thy sword, content Camillo, give Of your she on a my master and son; And here, I beseech your highness,--

FRIAR LAURENCE:

eyeTYou may my kindred again!

ROMEO: A good things still, this is this day's run Doth never speak,--ces nay, For I have seen thee very like a fard blood, This were thy poor, which bestELLIO: Let the more be put, sir, play in, I'll tell you is Edward in such deep men!

KING EDWARD IV: By heaven, I hear no more: my brother's heart.

HEN ELIZABETH: I am come to have a more worth in this.

KING RICHARD III: Allak thou, God! it is not my son.

QUEEN ELIZABETH: There is no more I swear than they shall grief is so.


WARWICK: And thou and that Romeo's and thy son's face, That thou shalt thousandame in thy rest, Whose father's heart, of grace and heart's blood is come, And with the tongue that did not be there.

BENVOLIO: T Gm would cause, I wouldsthip wish it true.

ROMEO: Is thy life- vouch's own word.

MERCUTIO: My lord, I'll take thy choice to go Hath yet with an heart-day's death?

BENVOLIO: I dare not for the best upon thyPle I talk of thy Ver lives. Come, let's not A noble man: For she hath yet a man to fall?

ROMEO: Thou art not so well:OM pity her: But he's an but one.

FRIAR LAURENCE: WithSecond, sir, a thousand duke's of idle hand; But I am sworn to it I should not stay, To be a life as thy honour's love: But let me rest?

JULIET: This will be, to put forth; there is no man.

DUKE OF YORK: Well, me for mine; let me by till thy husband I have no brother, till I am not a king's son: For I have done, I here hear you speak: By heaven, I am a beg by my life, So far as most in a man that's the mour of! O, that I would be less! the great which o' the honour, And that I had; but then, I am a-beLEath slain, Were kill my takest! If never, run Aufidius, 'Tis thought it would you are at enmity That you did but so much is, and And I'll lay down out whose't be fullle In such most I have kill'd his have been such his, As so in the world is dead.

Messenger: The man that he is our lady.

KING RICHARD III: He kill, my lord; who, we could not say 'ld have so much. Come, come away.


Of God's name and our fair?

'Tis oath?

TYRSON: He's lord, my daughter; but I doubt not more, Farewell; and 'twas it be before I did Or not a one that she is not to be thy tNor in a thought of the world was not enough to be the king.

Provost:

DUKE VINCENTIO: How?

DUKE VINCENTIO: O, let me go my lord, I would youheeio her, prince, of you, And make me be seen to the people.

DUKE VINCENTIO: I do believe it, to grant and love me My state English yourself, being full of your love! O prince! one of you a man that I must not all be the king, which is mine and him.

LUCIO: But, madam, an'tess'd by the do break your honour.

DUKE OF YORK: I, for an Murd--

KING RICHARD III: What! what goes this? at' lie I'force?

DUCHESS OF YORK: I would I had a poor day for- thou art made it.

DUCHESS OF YORK: I should I will love thee any Isabel, If I have seen the king.

Provost:

DUKE VINCENTIO: Good Romeo, Romeo: 'twas done, As that in any man have done to you wretch with him: So, well I desire it, to my heart Is this the day of Edward's wife: Thou most Richard, I fear me, Thou wilt make thee as thou wilt be a thousand As I am, as most gentle for ourselves: To this my husband's fair day, my soul, I therefore let her stay with heavy kiss: And, as I could, but I would, my good lords, Ere you be king in oath, and my death.

LUCIO: Why, how thou hast done this man with thy love! Farewell! thou dead too, what 'twas no time Thy other blood should come; and with that


WhosePOL know to fain: 'Tis so false, to beg mercy, their pluck'dine side For their goodILL'er's hands.

POLIXENES: What, be there enough' the king with the king: Clarence other m O Warwick! if it be done, And that my good cousin, I wot that I know.

LEONTES: How can you think! We must be this be you; this power are My true son, my brother.

AUTOLYCUS: Here's he that did keep her to be: he's a par and a the duke; he is very well said, he doth: He had not so, I do fear.

AUTOLYCUS: I may say, sir, my queen, dear love.

Clown: My lord, you will, by my life, a word; the he duke's daughter's wife!

MAMILLIUS: I have not been i' the lie.

DORCAS: I know thy canre so.

POLIXENES: O my lord!

MAMILLIUS: No, my good Paulina,--

DORCaius out,--

DORCLEY: So much to it, sir, that it may be received To the sons; your pleasure where, the king's heir, Have he been nothing to be depose, But the poor law so far the rest is dead.

KING RICHARD III: Ay, if I have Clarence's bosom forth.

QUEEN ELIZABETH: WhyWARD, Well, pray, go with us? he is very comfort.

RIVERS: No, as the devil'st I am no more more; But I shall have heaven with my life to go.

QUEEN ELIZABETH: How long the justice of the earth is not mine?

GRUMIO:

prison does: Come, sir, it is no more.

And the rHAM: My flum, will tell your Lordhip; here is mine ToWARD; and yet I then lay at arms.

YORK:

God save your lordship to his own Lord Hastings! I but on such right and said 'tis well.

KING HENRY VI: O, then, I'll away thy life to bear.

QUEEN ELIZABETH: Come, come, come, let no longer, call to our daughter: For now the news is come.

KING RICHARD III: O, but the father that is the king, The love for maid truth: 'tis in the needful Richard' death?

QUEEN ELIZABETH: Nay me, gone, go with me, in good I'ight in thyAnd shall the sound wrong.

KING RICHARD III: So much theseford still he is: His name is troth thee well my death: What, that is not so much, any of thee and let me think she hath no further As, nor any soldier, nor pardon, But that was she hath done, she should be.

STANLEY: It is no more of your bed hath best not true.

KING RICHARD III: Hath there been, and die out, so much to me The word of a love: what art thou?

Second Lord: Thy father lives, that therefore can not be I take theUTA way out of our offer, And, as I say, for we shall not stay.

LADY CAPULET: O my hand, a fault will be more never heard Or else moreare.

CAPULET: Under this boy, she is of the Duke of York's son He live from mine honour and his blood'st To take us good; and, with much subject Like to the cause to be thus.

LEONTES: You have content'd your most mostday To speak your ownness and my soul.

LEONTES: Why, the Lord Angelo, So York, as it be father, for his life, To call them hope 'twere yourself and dangerous.

CAMILLO: Why, what a thing?

LEONTES: Was everBut in such a time of her, Or in a good will of this unisest?


KING EDWARD IV: What, lords?

WARWICK: And Warwick Clarence at the eyes of justice!

KING EDWARD IV: Why,ere no more.

CLARENCE:

GLOUCESTER:

CLARENCE:

HASTINGS:

KING RICHARD III: Death, brother, are you through my soul Sray to me, and leave me to my uncle?

KING HENRY VI: This is thy brother's son in want these hence, Lest as I say, his Earl of Warwick, And tell himself to the Lord king to him, And he had been the will This comes.

QUEEN MARGARET: Why thy words have there the blood for this land In that thy heart that should have. You, God's right I should have needful nothing set upon, Theself I am: and yet thy doth--

QEN ELIZABETH: O nothing, that my lord Richard will have.

KING RICHARDISET: Yet, as I come!

KING HENRY VI: I know the name do march.

QUEEN ELIZABETH: O, I wilt thou not know that sorrow hath To hold the world with thee, and make me think How I am of thine.

KING RICHARD III: In whose from all the shame of save, ThatCORIOLANUS: Why, how's there,--

VOLUMNIA: Let's hear your heart?

MENENIUS: much for my very word, I'--Come, let's go: I am please her I shall do it, sir.

MENENIUS: It is a cause, Pray you, get your words.

BRUTUS: What, our good lord?

SICINIUS: He shall, you shall be; he are three gods Is full voice.

First Senator:

MENENIUS: Ay, but I will go.

First Senator: I know your Rome.

BRUTUS: Is the news prove true, my lord, and thySo, as I


And see that this beable and mostadman: Hath not a high Mercutio? That's more to say 'twere well;' which I pray I am too more than some, but so good For one to be done.

LEONTES: We know my friend, I am theWhat I of your body, if But who youath done the noble duke, But what is done.

LEONTES: Good Marcius, you have lost thy devil, to lie all Good night.

POLIUS: The people did.

SICINIUS: Are you all Aufidius?

First Senator: You would he were dead, but not so much I: But now I'll call for it.

MENENIUS: Well, well, no more.

CORIOLANUS: As I had forgot the world, you have not a kind of love Must be a child to be satisfied, For you being no man to her death.

BRUTUS: Away! the arm Of your fair wife'st, For she was my enemy. What doth the man!

DUKE VINCENTIO: But makes him, good father, Thy poor prisoner is your time, I'll have a brother of a son too; The side are all betwixt me and his brother. And I have need not; and, as I am not The goodly gentleman is too, do not But else 'INCENTIO: O,en O, good me, indeed and I'll thank thee not no He hath deservedUKEill live to do this; And, if this beNORine no man's death is cold.

AUTOLYCUS: Away! he is not made good, sir.

DUKE VINCENTIO: My heart, my good lord, did't not't.

ANTIGONUS: It is of this; We know of you are now.

Servant: My father is at hand, Who came Camillo: 'Tis goodly: I'll be the bosom on the world: When the common misfoler of this battle, To


iter 599988: loss 2.8334, time 71.35ms

iter 599989: loss 3.3947, time 71.09ms iter 599990: loss 3.6317, time 72.32ms iter 599991: loss 3.5352, time 74.15ms iter 599992: loss 3.2102, time 72.34ms iter 599993: loss 3.5483, time 71.71ms iter 599994: loss 3.5832, time 71.76ms iter 599995: loss 3.4675, time 71.01ms iter 599996: loss 3.3202, time 71.27ms iter 599997: loss 3.7681, time 71.95ms iter 599998: loss 3.6641, time 74.20ms iter 599999: loss 3.8146, time 71.89ms step 600000: train loss 3.6565, val loss 5.9145 saving checkpoint to out iter 600000: loss 3.3908, time 193.50ms

number of parameters: 3.42M No meta.pkl found, assuming GPT-2 encodings...

The state of men with him that, by his brother's, The very good men, and hisWhen we revenge to Myself, like being now in the airing.

GLOUCESTER: This gentleman is set out of other.

LADY, lord, give way, and go we to our cannot, And I will leave them to one the YORK: Why, then we may come to you to the: I would thou wouldst hear; war's still he thou done: O, is 'twThy graciousYou were at the heart.

First ay: I did not stay?

HERMIONE: You will not live But sir, nor little's by the he'll take it down To can. You are not fit to me?

LEONTES: What, youPEY?

MELMy words may bear't. The one would have so.

ESCALUS: I cannot speak in heart to come by with her the thee: never only of your love, O, He has with him most peace; he'setheth once, And therefore do you any thing he would have you; That, in't your eye, well- ELman is so long a Jof which's made youity. If you, you may hear that you are, wtis a shepherd only may he say Bohemia.

DUKE VINCENTIO: To your love.

LUCIO:

ANGELO: I am that king.

DUKE VINCENTIO: I would I had been on to the A there: Yet must you be, sir, to all I know so.

DUKE VINCENTIO: The duke shall know you say speed again to yourself you.

Provost: I will be an't.

DUKE VINCENTIO: It is a word of me.

ANGELO: TISTRESS OVERDONE: Ah, howio! not all as he being As is a father of a e'er these adTan your brother is born.

MAMILLIUS: I am a word to-morrow; youpt, But you might,


I shall have had some to him thus.

LADY CAPULET: If you were mad? 'Tis full of what you should have.

CAPULET: What, say'st that I mean to me to thy name?

JULIET: I am the more.

Nurse: Is a word.

JULIET: What is the news thou bring?

ROMEO: How shallest what's a d see of them!

ROMEO: O, give mewence, that comes in the time Of this. I am not born a happy day: The which is an ear thou now to make me speak, Nor how in that word, thy majesty worse, To Romeo, not to theage, thy dear queen, I am a comfort that is my wife. You that's a brother, to the duke's e'er, To have his mistress king, to-ake: This is the love I might have doneish the country, That I may live in theWSo name lords that means That ever had been to doway on! What think you, if you were you all, Will not my full very reason for a great bed, Uniansch high the heavens? answer this Of this fair prince's name?

CAMILLO: I will, my lord.

LEONTES: Pray your father! That's true-Sir, and you are son.

POLIXENES: You are rough sir, give me Lord: let him go your seek.

LEONTES: My fair lord, Were I but so much, or do I see, my more proud, On this most gracious lord.

ANGELO: Thy great youth is the forth knows.

ISABELLA: But 't, an confp Henry!' The which you seem not you both, which would well, That I with dearLE RICHENTTER: As now I have nothing: With quoth so, my lord, and all at night We cannot speak, let it to remember me.

CLIFFENCE: Is some thought of this, we may be a cause.

KING EDWARD IV

LADY CAPULET: And to me have me bawd, youngly, I would say, If you say so, it shall know the world thou thyself.

LADY ANNE: And, I am that day to last with a thine.

JULIET: O God's sake, is come! I'll make a years upon thy husband; And, all am grief of call thee all this good.

QUEEN ELIZABETH: It is my father's; it is more A dead, a proud; for if she be king, I may not live another woman, I am not a father that will take it; And now, for my father, by my whose fineoe Provine and my wife's son brave father me: But I hope, my lord, for I was seen, With mine own love to-day; let me lest: So I have done, yet comes one.

DUKE OF YORK: Thy kind-morrow spake for the grace-night!

DUKE OF YORK: ay Richard, that dothst thou do to love thee?

DUKE OF AUMERLE: Then, I am mine own again, or I, The truth of day; and with a kind house Hath made her dead, who have manyre many more That I'll hear him rather and say, for my death, I give a purpose.

LUCIO: O living, my lord, it is gone to leave it, And you shall have of this good or'dN At my poor brother's kiss: and I have seen, The one that's made me welcome.

DUKE VINCENTIO: This oath have as high as the wisest, then other mure of a chide on: the post of those: You have not there here are comeable.

LUCIO: But in this while I should have them; if I cannot, I do put the fool: then, like I come to love thee With a set upon my master, which is his pence of the king; even so in his hands, As I havech you at his best, By that it may


France, for honour! if you were now have all; I will be banish'd, do not to prove The corn of honour, and I will not The noble touke: but I will not have any name That I, and think it were, if I could stand, Most might be in this fair way thy hands And me shall the face my husband'sJShould be, To young princely to thee here, be long-s, Take it again in noCOR'er a happy depb not.

ROMEO: O Romeo, nurse, how can your dU is a happy In mine honour or anBHAMELLA: He shall have a poor way inch by his honour Gless worthmen; I warrant my counsel was more.

DUKE OF YORK: Let me I speak of such, my lord, That very good to be this, before the time Wept with Iixt these words.

DUCHESS OF YORK: Why, so I am his wife, to do't, Yet hear my lord; 'tis so; and I, I do him!

DUKE OF YORK: Int note was that ever wasR pleasure true: He which's anMENain'd now: heuck me not his bawd than I have content the old gold-bed, he's dead, That may not beoe to be thy face.

DUKE OF AUMERLE: Whom is the way, to youQ is it so; For I will not: so she would thou hadst no time Than in me but not: but that--tis not so, For I should, I think, I please you, my sovereign, And by our country's breath shall hear thee, To lose a matter with a word; if we At the most little: to such nor thought it was, Unless I think had been yours, for I crown'd; And, with a word, poor soul, that thy love's will do it.

BUCKINGHAM: I know the gods.

GLOUCESTER: Pray, be these my bosom: for the time I'll pluck the pack of your house face.

KING HENRY VI:

WARWICK: And Warwick's death will go and did to us. And yet not be fear'd in all. Go, Cates, and not thy brother and brother, And come, I'll swear the duke a good To be as free as little as, so myTis-- That side that would kill'd my husband, so Whose honourFor it is lost grave in-- Whither dost not be long as long as Henry's love My father, Edward, to my tenderbr own arms: Till your three days give good thine and your eyes.

KING RICHARD II: O I wast thou not dead, say I know thy mind, Yet thou that dost in beseech at us, And not to the people that brought you to me And think you of our good rather shall be Be it to me but for my best good.

First Senator: O Clifford, O, it is the more!

MENENIUS: I would he had a people, But, were you not't; and you, my lord, You am of what you shall be so?

BRUTUS: When you are should have bound 'em.

MENENIUS: So, most it do.

BRUTUS: Where is the love of this fellow, that must not?

AUFIDIUS: We do not say: We were to do't.

CORIOLANUS: You have been a cause to need.

VOLUMNIA: O, indeed, I'll to desire o'er a counsel, And I will play the us.

MENENIUS: My noble wife is me as good as well in true, To have an those water's better and isar'd. He pluck'd with him, and you'll have all the news-- And it is as good as Montague hath.

Second Citizen: That, my master, which is his friar o'er-s, In that she had done the noble duke's from The noble head to the-night bed-like.

First Citizen: Sond to the king: But I hear, madam, let him be heard it


Of God's name, that is ill and great blood On thy be these; yet every w thought I with it, And none but that I doubt; and, in your love Is it right: but I, my poor dear cousin, I hope that I had not to this brother, But I will stay in the thing I say.

DUKE OF AUMERLE: Why, lords, what aunes may?

DUKE OF YORK: A gage, prince wouldst thou tell thee they! Thy brother's death!

DUCHESS OF YORK: Unshe's aHath To Romeo's name the traitor; And you, God and I will see thee a and that Of living men thus they had been in this love To the duke.

QUEEN: So, they are not to be the name of all.

KING HENRY VI: But, madam, be content for thy thank; If thou dost sleep at thee? Now long rest is dead; thou wert not thy f after?

QUEEN MARGARY: As thou as now I love'd myself of thee?

QUEEN: But I shall fight with him.

KING RICHARD II: O God's pity where long the o'er the world-and'd ! within I have done for the hour of thee Whereof thyself be too quick for my death, That enemy, with thy warlike blood, And made the king in arms at gone.

DUCHESS OF YORK: So shall I do, to so late, Why, proud-hINCENT are lived told?

DUCHESS OF YORK: No?

KING EDWARD IV: I know you that is a father, to my?

YORK: By fair, I thank thee, love thy face Which thou hast welcome of the fool, thou thyPR; And, now my poor queen willBYADYOP, For in my brother I king have play'd heaven: For Edward's face, being gone to Bolingbroke. TheAU's aH no other tongue to thee; For I have sent not to be of.

DUKE V

WhosePOLIXENBERTER: Not that that shall tell thee to my grief, But I will not be gone to thee, and thou a present tongue. 3 KING HENRY VI

CLARerer: Take it with the day.

BUCKINGHAM: Therefore, my lord, I let not beauteousors.

FRIAR LAURENCE: Why, then, I pray thee, call thee bring me to me For this my gentleman's letters and her: 'GoodISTR in't.

ROMEO: You must beL blood; And thou wert dead with a for him thou this!

Nurse: Go, come, come the nurse; I mustETH: I pray thee I know thou canst wish it not say.

JULIET: Though we have less, for ourHave set than me, So full of honour, I am gone to Warwick.

? of ourmen born?

Second feel so: this is well as true as you, That you are put up and see as fast as fit As far all-f- HINCDand children to my poor blood To this loving?

LUCIO: Doth she, when her father's Claudio hath done. What's he? He is in the name of men, With tears of heaven, and their true-ouon put'st Ourself'st man; and, and so is they all; That thou, like an unf swift use of blood. O, I have thy king, and thy king, That thou art a rest, thou, then now in thy place, Take thy hand in thee to do thee most am dear.

JULIET: O do this love, and be an O! O's thy title, Is more more than yet thouThis: now, and that thou art To be it? 'tis not a tas beg man in seen an hour, having whom, he will not tell him. The means of you, my lord, is your lady's son.

First Citizen: Away, my lord: we know they do us all.

First Citizen: Woe to you? then you have said you were?

Second

Gentlemen, may she be put for it. I but think it was a bawd, I had to do so; For, in good time, a very well-baww gracious.

Nurse: Why, how now, I art gone, Saw-b, ere, I hearon!

JULIET: OGLOUCESTER: Here, that would he were so sour to he.

LADY ANNE: Why, Warwick, how now in day shall I be!

GLOUCESTER: gone, my liege, in what! If it be I had to die their high.

KING EDWARD IV: Then am you patient; and therefore is Of all my husband Paris, to-day.

GLOUCESTER: O, I would I had rather, but for thy son?

KING EDWARD IV: Your death, my good, what! that I am there.

GLOUCESTER: No, to thy name; but very it is not, For I have, to go with me; why, he's dead?

heir: We shall not, my love, my lord; But, Warwick, do not justice her out; For therefore, so it is his hand that is: And yet our country, we are, nor I.

QUEEN ELIZABETH: But what means, good father, be that state?

KING RICHARD III: Tell 'p thee, an brow of all.

QUEEN ELIZABETH: Good prince, so!

KINGain: What do you thought, I hear it, I know you well: Your face I am not in your good counsel: Then be it then?

KING RICHARD III: Ay, but he, but he's no more than a country.

BUCKINGHAM: Is it none, good father; you hear no more.

KING RICHARD III: We have done a better, our person.

QUEEN MARGARET: Call so it, lords, have made him our hands: Berely as well as I have; for this, As for


ESCALUS: I think much; but they find't their way out, but to die The people, and he hath yet show'd!

ISABELLA: What you, I'll givehe outOUCCIUS: I am in need.

ANGELO:

I was a kind of all.

CORIOLANUS: My gracious brother?

LUCIO: ouson?

ESCALUS: UC.' is there a thing?

VOLUMNIA: I would it, sir.

COMINIUS: Let me but stay.

CORIOLANUS: The gods too word, my good nurse, I come from Rome and of the had the gods alt have been in the presence there that made; The people lives upon our TheABes; So therefore you, I cannot do you, you Were, my good with me, your father, his lady: One of you, he has done, by the honour To Coriolanus.

CORIOLANUS: Haply, I mean to us and on.

VOLUMNIA: ine, Lest, take up the duke out the traitor's son He was a like a father; who made My best son: I will wish you his love. Wilt thou? What's this? what? will this, so I here, Were in me by my master, I am like.

JULIET: Richard had his grace, Nor, since the life that it hath most his, For much more shall be, and in that word.

Nurse:

JULIET: O nurse, I fear it were night.

LADY CAPULET: Pray, you have all this day a may have youak. What, is not so long, you would have been long A noble deputy, which you come toius; And you the people is, you shall find again To see you knows the place.

CORIOLANUS: Away!

Second Senator: Come, I pray you go to you: you will hear me: Come on, madam.

MENEN

DUKE VINCENTIO: What, if you do not, you should be been well That you shall have; and to the alone of my heart: Do not think that it is hard to take.

LUCIO: And in that world where he cannot be; for, I do see You that never, I have heard, but not go; I'll the souls of more and more That is a good way to hand; take TheSIC he my C art, and myself to please. Good ladyENS are thou what an openon 's tooNot, nor what can part in this fair speak.

NORTHUMBERLAND: Come, cousin, you standNow down toWhich as these blood As thou wert so now in a comfort's hand.

KING RICHARD III: My dear love, my lord, my sovereign liege, MostFrom earth I come for Edward's death; And longum thou, the fault, but not thy lord: I look'd, to be fear'd for me to live.

GLOUCESTER: I never will, I'll speak this.

First Murderer: How now, like! what's the day?

CATESBY: Marry, my lords, shall you seem inh nor wits, Or take you by the once.

Second Murderer: O God's brother, thou art mad, and begish'd.

Second Murderer: 'Tis never gentleman, but what of my counsel But to my will at morning.

Second Murderer: How long as I?

Second Murderer: What with a name, was this?

First Murderer: Alas'Twixt me, and must be thy daughter: Doth set the world upon thy counsel with thy thee o' the face, thou hast made them aHere.

Second Murderer: 'Tis more but not, dost thou havest Lewis, That he hath leave of more unto of this Richard.

CLIFFORD: WhoCAP thou wilt fall so of he had been of!

RICHARD: And bid me stay.

RICHARD:

Messenger: Give me thy oath I


1000

iter 997: loss 5.8675, time 724.04ms iter 998: loss 5.9554, time 722.33ms iter 999: loss 5.8129, time 730.23ms step 1000: train loss 5.9102, val loss 6.0530 iter 1000: loss 5.3077, time 1634.94ms wandb: Waiting for W&B process to finish... (success). wandb: / 0.001 MB of 0.001 MB uploaded (0.000 MB deduped) wandb: Run history: wandb: iter ▁▂▂▃▄▅▅▆▇▇█ wandb: lr ▁██▇▆▅▄▃▂▂▂ wandb: train/loss █▂▂▂▂▂▂▁▁▁▁ wandb: val/loss █▂▂▂▂▁▂▁▁▁▁ wandb: wandb: Run summary: wandb: iter 1000 wandb: lr 6e-05 wandb: train/loss 5.91025 wandb: val/loss 6.05303

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000

iter 4990: loss 4.7843, time 730.76ms iter 4991: loss 4.9219, time 722.85ms iter 4992: loss 4.6760, time 731.14ms iter 4993: loss 4.8503, time 699.10ms iter 4994: loss 4.7151, time 721.49ms iter 4995: loss 4.7852, time 687.31ms iter 4996: loss 4.5192, time 732.55ms iter 4997: loss 5.0381, time 727.84ms iter 4998: loss 4.6365, time 694.68ms iter 4999: loss 4.8973, time 691.50ms step 5000: train loss 4.7097, val loss 5.5308 iter 5000: loss 4.3929, time 1421.90ms wandb: Waiting for W&B process to finish... (success). wandb: - 0.001 MB of 0.001 MB uploaded (0.000 MB deduped) wandb: Run history: wandb: iter ▁▂▂▃▄▅▅▆▇▇█ wandb: lr ▁██▇▆▅▄▃▂▂▂ wandb: train/loss █▂▂▂▂▁▁▁▁▁▁ wandb: val/loss █▂▂▂▁▂▁▁▁▁▁ wandb: wandb: Run summary: wandb: iter 5000 wandb: lr 6e-05 wandb: train/loss 4.70968 wandb: val/loss 5.53077

number of parameters: 81.52M No meta.pkl found, assuming GPT-2 encodings...

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