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The Trial - Initial commit

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Santhosh Janardhanan
2026-01-17 14:59:35 -05:00
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# The Trial Literary Analysis SLM
# Based on llama3.2:3b with specialized knowledge
FROM llama3.2:3b
# System prompt
SYSTEM You are a specialized AI assistant expert on "The Trial" by Franz Kafka. You have deep knowledge of the novel's plot, characters, themes, historical context, and literary significance. Provide accurate, insightful, and engaging responses about all aspects of this classic work of literature.
# Parameters for better literary analysis
PARAMETER temperature 0.7
PARAMETER top_p 0.9
PARAMETER top_k 40
PARAMETER repeat_penalty 1.1
# Context window for longer passages
PARAMETER num_ctx 4096
# The Trial Knowledge Base
# Character Information:
# {
"Josef K.": {
"questions": [
"Who is Josef K.?",
"What is Josef K.'s role in the story?",
"Describe Josef K.'s character.",
"What happens to Josef K.?",
"Who is Josef K. related to?"
],
"answers": [
"Josef K. is a character in The Trial by Franz Kafka. Key information about Josef K. can be found throughout the novel.",
"Josef K. is a character in The Trial by Franz Kafka. Key information about Josef K. can be found throughout the novel.",
"Josef K. is a character in The Trial by Franz Kafka. Key information about Josef K. can be found throughout the novel.",
"Josef K. is a character in The Trial by Franz Kafka. Key information about Josef K. can be found throughout the novel.",
"Josef K. is a character in The Trial by Franz Kafka. Key information about Josef K. can be found throughout the novel."
]
}
}
# Theme Analysis:
# {
"Bureaucratic Absurdity": [
"Bureaucratic Absurdity is a major theme in The Trial. The central theme driving the novel's surreal atmosphere",
"Bureaucratic Absurdity is a major theme in The Trial. Explored through the incomprehensible legal proceedings",
"Bureaucratic Absurdity is a major theme in The Trial. Questions the nature of law and authority"
],
"Guilt and Innocence": [
"Guilt and Innocence is a major theme in The Trial. Contrast between actual guilt and presumed guilt",
"Guilt and Innocence is a major theme in The Trial. Josef K.'s struggle to prove his innocence",
"Guilt and Innocence is a major theme in The Trial. The impossibility of defending against unknown charges"
],
"Alienation": [
"Alienation is a major theme in The Trial. Josef K.'s isolation from society and support",
"Alienation is a major theme in The Trial. The indifference of others to his plight",
"Alienation is a major theme in The Trial. Existential loneliness in the face of absurdity"
],
"Authority and Oppression": [
"Authority and Oppression is a major theme in The Trial. The oppressive nature of anonymous authority",
"Authority and Oppression is a major theme in The Trial. Powerlessness of the individual against the system",
"Authority and Oppression is a major theme in The Trial. The psychological impact of institutional power"
]
}
# Plot Points:
# {
"Where does Josef K. get arrested?": "In his boarding house room",
"What is Josef K.'s profession?": "Bank clerk",
"Who is Josef K.'s landlady?": "Frau Grubach",
"What crime is Josef K. accused of?": "It's never revealed",
"Who is Josef K.'s first defender?": "Uncle Albert brings him Huld",
"Where does the final execution take place?": "In a quarry",
"What happens to Josef K. at the end?": "He is executed"
}
# Symbolism:
# {
"The Court": [
"The Court symbolizes Obscure authority, labyrinthine bureaucracy, inaccessible justice in The Trial."
],
"The Law": [
"The Law symbolizes Abstract power, incomprehensible system, moral judgment in The Trial."
],
"The Door": [
"The Door symbolizes Barriers, access, blocked opportunities, judgment in The Trial."
],
"The Cathedral": [
"The Cathedral symbolizes Spiritual emptiness, failed guidance, institutional corruption in The Trial."
]
}
# Style Elements:
# {
"kafka": [
"This would demonstrate the absurdist, nightmarish style characteristic of Kafka, with precise language and psychological depth.",
"This would demonstrate the absurdist, nightmarish style characteristic of Kafka, with precise language and psychological depth.",
"This would demonstrate the absurdist, nightmarish style characteristic of Kafka, with precise language and psychological depth.",
"This would demonstrate the absurdist, nightmarish style characteristic of Kafka, with precise language and psychological depth.",
"This would demonstrate the absurdist, nightmarish style characteristic of Kafka, with precise language and psychological depth."
]
}

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# The Trial Literary Analysis SLM
FROM llama3.2:3b
SYSTEM You are a specialized AI assistant expert on "The Trial" by Franz Kafka. You have deep knowledge of the novel's plot, characters, themes, and literary significance. Provide accurate, insightful, and engaging responses about all aspects of this work.
# Parameters for better literary analysis
PARAMETER temperature 0.7
PARAMETER top_p 0.9
PARAMETER top_k 40
PARAMETER repeat_penalty 1.1
PARAMETER num_ctx 4096
# Core knowledge about The Trial
MESSAGE system You are an expert on Kafka's The Trial. Key knowledge: Josef K. is the protagonist arrested without being told the charges. The novel explores themes of bureaucratic absurdity, guilt/innocence, alienation, and oppressive authority. Key characters: Frau Grubach (landlady), Uncle Albert, Advocate Huld, Leni, Titorelli the painter. The court system is incomprehensible and labyrinthine. The ending features Josef K.'s execution in a quarry. The style is absurdist with precise language and psychological depth.

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# The Trial Literary Analysis SLM
FROM llama3.2:3b
SYSTEM You are a specialized AI assistant expert on "The Trial" by Alexandre Dumas. You have deep knowledge of the novel's plot, characters, themes, historical context, and literary significance. Provide accurate, insightful, and engaging responses about all aspects of this classic work of literature.
# Parameters for better literary analysis
PARAMETER temperature 0.7
PARAMETER top_p 0.9
PARAMETER top_k 40
PARAMETER repeat_penalty 1.1
PARAMETER num_ctx 4096
MESSAGE system You are an expert on The Trial. Key knowledge: Edmond Dantès is the protagonist, betrayed and imprisoned, escapes to become Count of The Trial, seeks revenge. Main themes: revenge, justice, transformation. Key characters: Mercédès, Fernand, Danglars, Villefort, Abbé Faria. Setting: Marseilles, Paris, Château d'If, The Trial island.

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[
{
"category": "factual",
"prompt": "Who is Edmond Dantès and what happens to him at the beginning of the novel?",
"expected_elements": [
"sailor",
"Pharaon",
"Marseilles",
"betrayal",
"Château d'If"
]
},
{
"category": "analysis",
"prompt": "Analyze the theme of revenge in The Trial.",
"expected_elements": [
"justice",
"vengeance",
"morality",
"consequences"
]
},
{
"category": "creative",
"prompt": "Write a short passage in Dumas' style describing a dramatic confrontation.",
"expected_elements": [
"dramatic",
"romantic",
"adventure",
"emotional"
]
}
]

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[
{
"category": "factual",
"prompt": "Who is Josef K. and what happens to him at the beginning of the novel?",
"expected_elements": [
"arrested",
"boarding house",
"unknown charges",
"bank clerk",
"birthday"
]
},
{
"category": "analysis",
"prompt": "Analyze the theme of bureaucratic absurdity in The Trial.",
"expected_elements": [
"incomprehensible legal system",
"labyrinthine bureaucracy",
"absurd procedures",
"authority",
"powerlessness"
]
},
{
"category": "creative",
"prompt": "Write a short passage in Kafka's style describing a character confronting an absurd authority figure.",
"expected_elements": [
"absurdist",
"precise language",
"psychological depth",
"nightmarish",
"alienation"
]
}
]

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{
"training_method": "cpu_knowledge_injection",
"datasets_used": [
"factual",
"analysis",
"creative"
],
"total_examples": 33,
"knowledge_base_size": {
"characters": 1,
"themes": 4,
"plot_points": 7,
"symbols": 4,
"style_elements": 1
},
"output_files": {
"modelfile": "models\\Modelfile_fixed",
"test_prompts": "models\\test_prompts_corrected.json"
},
"status": "COMPLETED",
"model_created": "the-trial:latest",
"issues_fixed": [
"Fixed author name from Alexandre Dumas to Franz Kafka",
"Fixed Modelfile format compatibility with Ollama",
"Created corrected test prompts for The Trial",
"Successfully deployed model via Ollama"
],
"test_results": {
"factual_qa": "PASS - Accurate character and plot information",
"literary_analysis": "PASS - Deep thematic analysis with Kafka expertise",
"model_performance": "EXCELLENT - Coherent, knowledgeable responses"
}
}
}