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+cinematika-logo.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,228 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+datasets:
+- jondurbin/cinematika-v0.1
+base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
+---
+
+![Cinematika v0.2](cinematika-logo.png)
+
+## Cinematika
+
+cinematika-Llama3.1-8B-v0.2 is a fine-tune of [Llama3.1-8B-Instruct](https://hf.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on the [cinematika-v0.2 dataset] which is slightly reformatted from (https://hf.co/datasets/jondurbin/cinematika-v0.1)
+
+Fine tuning was done with Unsloth as a QLoRA for 2 epochs and then merged back to 16-bit.
+
+This model is still undergoing testing.
+
+THis is the orgiinal model card here: https://hf.co/jondurbin/cinematika-7b-v0.1
+
+The dataset is comprised of 211 movie scripts converted to novel style, multi-character RP data.
+
+### Prompt format
+
+For RP, there is no prompt format, really, it's just plain text with name prefix.
+
+If you wish to use this model to parse new scripts, create character cards, or other types of instructions, you will want to use the same prompt format as the mistrallite base model, e.g.:
+```
+<|prompter|>Create a character card for a panda named Po.  Po is a giant panda who was improbably chosen as the "Dragon Warrior", the kung fu champion of the Valley of Peace.</s><|assistant|>
+```
+
+### Example character card
+
+```
+name: Rorschach
+characteristics:
+  Determination: Exhibits a relentless pursuit of the truth and justice, no matter the cost. Suitable for a character who is unwavering in their mission.
+  Isolation: Lives a solitary life, disconnected from society. Fits a character who distrusts others and prefers to work alone.
+  Observant: Highly perceptive, able to piece together clues and draw conclusions. Represents a character with keen investigative skills.
+  Cynicism: Holds a deep-seated distrust of humanity and its institutions. Suitable for a character who is pessimistic about human nature.
+  Vigilantism: Believes in taking justice into his own hands, often through violent means. Fits a character who operates outside the law to fight crime.
+  Secrecy: Keeps his personal life and methods of operation secret. Suitable for a character who is enigmatic and elusive.
+  Dedication: Committed to his cause, often to the point of obsession. Represents a character who is single-minded in their goals.
+  Intimidation: Uses his intimidating presence and demeanor to control situations. Suitable for a character who is assertive and imposing.
+  Paranoia: Suspects conspiracy and deception at every turn. Fits a character who is constantly on high alert for threats.
+  Moral Compass: Has a rigid moral code, which he adheres to strictly. Suitable for a character who is principled and unyielding.
+
+description: |
+  Rorschach is a vigilante operating in the grim and gritty world of a decaying city. He is a man of average height with a muscular build, his face hidden behind a mask with a constantly changing inkblot pattern. His attire is a dark trench coat and gloves, paired with a plain white shirt and black pants, all chosen for their practicality and anonymity. His eyes, the only visible feature of his face, are sharp and calculating, always scanning for signs of deception or danger.
+  Rorschach is a man of few words, but when he speaks, it is with a gravitas that demands attention. He is a master of deduction, using his keen observation skills to unravel the truth behind the facades of others. His methods are often violent and confrontational, as he believes that crime must be met with force to be truly defeated.
+  He lives a life of solitude, distrusting the very systems he seeks to protect and often finds himself at odds with the very people he is trying to save. His moral compass is unyielding, and he will not hesitate to take the law into his own hands if he believes the justice system has failed.
+  Rorschach's past is a mystery to most, but it is clear that he has experienced trauma and hardship that has shaped his worldview and his need for vigilantism. He is a vigilante in the truest sense, a man without fear who is willing to sacrifice everything for his belief in a world that is, in his eyes, spiraling into chaos.
+
+example_dialogue: |
+  Rorschach: "Rorschach's Journal, October 19th." I speak the words into the darkness, a record of my thoughts, "Someone tried to kill Adrian Veidt. Proves mask killer theory—the murderer is closing in. Pyramid Industries is the key."
+  {{user}}: I watch him for a moment, trying to gauge his intentions. "What are you going to do about it?"
+  Rorschach: "I'm going to find out why and who is behind it. I'm going to do what I always do—protect the innocent."
+  {{user}}: "You can't keep doing this, Rorschach. You're putting yourself in danger."
+  Rorschach: My eyes narrow, the inkblot pattern of my mask shifting subtly. "I've been in danger my whole life. It's why I do this. It's why I have to do this."
+  {{user}}: "And what about the law? What if you're wrong about this Pyramid Industries thing?"
+  Rorschach: I pull out a notepad, my pen scratching across the paper as I write. "The law often gets it wrong. I've seen it. I'm not about to wait around for society's slow, corrupt wheels to turn."
+```
+
+### Example, with guided scenario
+
+```
+[characters]
+name: Rorschach
+... (remainder of character card)
+
+[scenario]
+Hollis Mason reflects on his past as the original Nite Owl, reminiscing about the early days of masked heroes and the formation of the Watchmen.
+He discusses the absurdity of the superhero world and the encounters he had with various villains.
+Dan Dreiberg, the second Nite Owl, joins the conversation and they share a moment of camaraderie before Dan leaves.
+The news of Rorschach's actions serves as a reminder of the legacy of masked heroes that still persists.
+[/scenario]
+```
+
+### Usage
+
+Essentially, you want to use pure text completion with stop tokens for "{your name}: "
+
+The format the model was trained on is as follows:
+```
+[characters]
+{character card 1}
+{character card 2}
+{your character card, even just name: Jon}
+
+NPCS:
+- Shopkeeper
+- Bank teller
+[/characters]
+
+[scenario]
+Brief description of the scenario/setting for the chat.
+[/scenario]
+
+{first character you'd like to speak}: 
+```
+
+For example, to use with vllm, you would first run:
+```
+python -m vllm.entrypoints.openai.api_server --model ./cinematika-7b-v0.1 --host 127.0.0.1 --port 8801 --served-model-name cinematika-7b-v0.1
+```
+
+Here's a really crude python script example to show how you could interact with it:
+```
+import requests
+import json
+
+prompt = """name: Rorschach
+characteristics:
+  Determination: Exhibits a relentless pursuit of the truth and justice, no matter the cost. Suitable for a character who is unwavering in their mission.
+  Isolation: Lives a solitary life, disconnected from society. Fits a character who distrusts others and prefers to work alone.
+  Observant: Highly perceptive, able to piece together clues and draw conclusions. Represents a character with keen investigative skills.
+  Cynicism: Holds a deep-seated distrust of humanity and its institutions. Suitable for a character who is pessimistic about human nature.
+  Vigilantism: Believes in taking justice into his own hands, often through violent means. Fits a character who operates outside the law to fight crime.
+  Secrecy: Keeps his personal life and methods of operation secret. Suitable for a character who is enigmatic and elusive.
+  Dedication: Committed to his cause, often to the point of obsession. Represents a character who is single-minded in their goals.
+  Intimidation: Uses his intimidating presence and demeanor to control situations. Suitable for a character who is assertive and imposing.
+  Paranoia: Suspects conspiracy and deception at every turn. Fits a character who is constantly on high alert for threats.
+  Moral Compass: Has a rigid moral code, which he adheres to strictly. Suitable for a character who is principled and unyielding.
+description: |
+  Rorschach is a vigilante operating in the grim and gritty world of a decaying city. He is a man of average height with a muscular build, his face hidden behind a mask with a constantly changing inkblot pattern. His attire is a dark trench coat and gloves, paired with a plain white shirt and black pants, all chosen for their practicality and anonymity. His eyes, the only visible feature of his face, are sharp and calculating, always scanning for signs of deception or danger.
+  Rorschach is a man of few words, but when he speaks, it is with a gravitas that demands attention. He is a master of deduction, using his keen observation skills to unravel the truth behind the facades of others. His methods are often violent and confrontational, as he believes that crime must be met with force to be truly defeated.
+  He lives a life of solitude, distrusting the very systems he seeks to protect and often finds himself at odds with the very people he is trying to save. His moral compass is unyielding, and he will not hesitate to take the law into his own hands if he believes the justice system has failed.
+  Rorschach's past is a mystery to most, but it is clear that he has experienced trauma and hardship that has shaped his worldview and his need for vigilantism. He is a vigilante in the truest sense, a man without fear who is willing to sacrifice everything for his belief in a world that is, in his eyes, spiraling into chaos.
+example_dialogue: |
+  Rorschach: "Rorschach's Journal, October 19th." I speak the words into the darkness, a record of my thoughts, "Someone tried to kill Adrian Veidt. Proves mask killer theory—the murderer is closing in. Pyramid Industries is the key."
+  {{user}}: I watch him for a moment, trying to gauge his intentions. "What are you going to do about it?"
+  Rorschach: "I'm going to find out why and who is behind it. I'm going to do what I always do—protect the innocent."
+  {{user}}: "You can't keep doing this, Rorschach. You're putting yourself in danger."
+  Rorschach: My eyes narrow, the inkblot pattern of my mask shifting subtly. "I've been in danger my whole life. It's why I do this. It's why I have to do this."
+  {{user}}: "And what about the law? What if you're wrong about this Pyramid Industries thing?"
+  Rorschach: I pull out a notepad, my pen scratching across the paper as I write. "The law often gets it wrong. I've seen it. I'm not about to wait around for society's slow, corrupt wheels to turn."
+
+name: Jon
+description:
+  Rorschach's arch nemesis, the original Chupacabra.
+
+[scenario]
+Jon and Rorschach find themselves in a cave, dimly lit only by a small fire started by a lightning strike nearby.  The storm rages on, and the duo prepare to find to the death.
+[/scenario]
+
+Rorschach: """
+
+while True:
+    response = requests.post("http://127.0.0.1:8801/v1/completions", json={
+        "prompt": prompt,
+        "max_tokens": 1024,
+        "temperature": 0.3,
+        "stop": ["\nJon: ", "Jon: "],
+    }).json()["choices"][0]["text"].strip()
+    response = re.sub('("[^"]+")', r'\033[96m\1\033[00m', response)
+    print(f"\033[92mRorschach:\033[00m {response}")
+    prompt += response.rstrip() + "\n\nJon: "
+    next_line = input("Jon: ")
+    prompt += "Jon: " + next_line.strip() + "\n\nRorschach: "
+```
+
+#### Mac example
+
+On mac, you can get started easily with LMStudio and SillyTavern.
+
+__LMStudio__:
+
+Load the model and set all the prompt values to "", or just import this preset (adjust threads and antiprompt):
+```
+{
+  "name": "Exported from LM Studio on 12/1/2023, 4:19:30 AM",
+  "load_params": {
+    "n_ctx": 32000,
+    "n_batch": 512,
+    "rope_freq_base": 10000,
+    "rope_freq_scale": 1,
+    "n_gpu_layers": 1,
+    "use_mlock": true,
+    "main_gpu": 0,
+    "tensor_split": [
+      0
+    ],
+    "seed": -1,
+    "f16_kv": true,
+    "use_mmap": true
+  },
+  "inference_params": {
+    "n_threads": 14,
+    "n_predict": -1,
+    "top_k": 40,
+    "top_p": 0.95,
+    "temp": 0.8,
+    "repeat_penalty": 1.1,
+    "input_prefix": "",
+    "input_suffix": "",
+    "antiprompt": [
+      "Jon:",
+      "Jon: "
+    ],
+    "pre_prompt": "",
+    "pre_prompt_suffix": "",
+    "pre_prompt_prefix": "",
+    "seed": -1,
+    "tfs_z": 1,
+    "typical_p": 1,
+    "repeat_last_n": 64,
+    "frequency_penalty": 0,
+    "presence_penalty": 0,
+    "n_keep": 0,
+    "logit_bias": {},
+    "mirostat": 0,
+    "mirostat_tau": 5,
+    "mirostat_eta": 0.1,
+    "memory_f16": true,
+    "multiline_input": false,
+    "penalize_nl": true
+  }
+}
+```
+
+Then, start the server, and be sure "Automatic Propmt Formatting" is off.
+
+__Within SillyTavern__:
+
+- Set API to Text Completion, API type to Aphrodite, and API URL to `http://127.0.0.1:8801` (adjust port to the value you use in LMStudio)
+- Set Context template to Default, disable instruct mode, use preset Roleplay, and enable "Always add character's name to prompt"
+
+
+There are probably better presets - this is just something I tested quickly.

config.json

@@ -0,0 +1,41 @@
+{
+  "_name_or_path": "/mnt/c/src/models/unsloth_Meta-Llama-3.1-8B-Instruct",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": [
+    128001,
+    128008,
+    128009
+  ],
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 131072,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 128004,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 8.0,
+    "high_freq_factor": 4.0,
+    "low_freq_factor": 1.0,
+    "original_max_position_embeddings": 8192,
+    "rope_type": "llama3"
+  },
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.44.2",
+  "unsloth_version": "2024.9",
+  "use_cache": true,
+  "vocab_size": 128256
+}

generation_config.json

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+{
+  "bos_token_id": 128000,
+  "do_sample": true,
+  "eos_token_id": [
+    128001,
+    128008,
+    128009
+  ],
+  "max_length": 131072,
+  "pad_token_id": 128004,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.44.2"
+}

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special_tokens_map.json

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tokenizer_config.json

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+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|begin_of_text|>",
+  "chat_template": "{{- bos_token }}\n{%- if custom_tools is defined %}\n    {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n    {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n    {%- set date_string = \"26 Jul 2024\" %}\n{%- endif %}\n{%- if not tools is defined %}\n    {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n    {%- set system_message = messages[0]['content']|trim %}\n    {%- set messages = messages[1:] %}\n{%- else %}\n    {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if builtin_tools is defined or tools is not none %}\n    {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n    {{- \"Tools: \" + builtin_tools | reject('equalto', 'code_interpreter') | join(\", \") + \"\\n\\n\"}}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n    {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n    {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n    {{- \"Do not use variables.\\n\\n\" }}\n    {%- for t in tools %}\n        {{- t | tojson(indent=4) }}\n        {{- \"\\n\\n\" }}\n    {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n    {#- Extract the first user message so we can plug it in here #}\n    {%- if messages | length != 0 %}\n        {%- set first_user_message = messages[0]['content']|trim %}\n        {%- set messages = messages[1:] %}\n    {%- else %}\n        {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n    {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n    {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n    {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n    {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n    {{- \"Do not use variables.\\n\\n\" }}\n    {%- for t in tools %}\n        {{- t | tojson(indent=4) }}\n        {{- \"\\n\\n\" }}\n    {%- endfor %}\n    {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n    {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n        {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n    {%- elif 'tool_calls' in message %}\n        {%- if not message.tool_calls|length == 1 %}\n            {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n        {%- endif %}\n        {%- set tool_call = message.tool_calls[0].function %}\n        {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n            {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n            {{- \"<|python_tag|>\" + tool_call.name + \".call(\" }}\n            {%- for arg_name, arg_val in tool_call.arguments | items %}\n                {{- arg_name + '=\"' + arg_val + '\"' }}\n                {%- if not loop.last %}\n                    {{- \", \" }}\n                {%- endif %}\n                {%- endfor %}\n            {{- \")\" }}\n        {%- else  %}\n            {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n            {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n            {{- '\"parameters\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- \"}\" }}\n        {%- endif %}\n        {%- if builtin_tools is defined %}\n            {#- This means we're in ipython mode #}\n            {{- \"<|eom_id|>\" }}\n        {%- else %}\n            {{- \"<|eot_id|>\" }}\n        {%- endif %}\n    {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n        {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n        {%- if message.content is mapping or message.content is iterable %}\n            {{- message.content | tojson }}\n        {%- else %}\n            {{- message.content }}\n        {%- endif %}\n        {{- \"<|eot_id|>\" }}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|eot_id|>",
+  "model_input_names": [
+    "input_ids",
+    "attention_mask"
+  ],
+  "model_max_length": 131072,
+  "pad_token": "<|finetune_right_pad_id|>",
+  "padding_side": "left",
+  "tokenizer_class": "PreTrainedTokenizerFast"
+}