nateraw/samsum-llama-2-13b 🔢✓📝 → 📝

▶️ 852 runs 📅 Sep 2023 ⚙️ Cog 0.8.1
dialogue-summarization summarization text-generation

About

Example Output

Prompt:

"

[INST] <>
Use the Input to provide a summary of a conversation.
<
>

Input:
Nate: Remember when Marc used to be so carefree and fun?
Jenna: Oh definitely, he was always the life of the party.
Nate: Lately, it feels like he's a different person.
Jenna: In what way?
Nate: He's more serious now, always working and never has time for us.
Nate: I tried inviting him to hang out several times, but he's always too busy.
Jenna: Maybe he's just going through a phase?
Nate: I don't know, it's been months.
Nate: It's like he's lost his spark or something.
Jenna: I noticed that too. Last time I saw him, he seemed distant.
Nate: I just hope he's okay.
Jenna: Maybe we should talk to him, see if something's bothering him?
Nate: Yeah, I think that's a good idea. I miss the old Marc.

Summary:

"

Output

Nate and Jenna miss their friend Marc. Marc used to be carefree, but now he is serious and always working. Nate and Jenna want to talk to Marc, as he seems distant to them.

Performance Metrics

1.80s Prediction Time
1.78s Total Time
All Input Parameters
{
  "debug": false,
  "top_k": 50,
  "top_p": 0.95,
  "prompt": "[INST] <<SYS>>\nUse the Input to provide a summary of a conversation.\n<</SYS>>\n\nInput:\nNate: Remember when Marc used to be so carefree and fun?\nJenna: Oh definitely, he was always the life of the party.\nNate: Lately, it feels like he's a different person.\nJenna: In what way?\nNate: He's more serious now, always working and never has time for us.\nNate: I tried inviting him to hang out several times, but he's always too busy.\nJenna: Maybe he's just going through a phase?\nNate: I don't know, it's been months.\nNate: It's like he's lost his spark or something.\nJenna: I noticed that too. Last time I saw him, he seemed distant.\nNate: I just hope he's okay.\nJenna: Maybe we should talk to him, see if something's bothering him?\nNate: Yeah, I think that's a good idea. I miss the old Marc.\n\nSummary: ",
  "temperature": 0.75,
  "max_new_tokens": 256,
  "min_new_tokens": -1,
  "stop_sequences": "</s>"
}
Input Parameters
seed Type: integer
Random seed. Leave blank to randomize the seed
debug Type: booleanDefault: false
provide debugging output in logs
top_k Type: integerDefault: 50Range: 0 - ∞
When decoding text, samples from the top k most likely tokens; lower to ignore less likely tokens
top_p Type: numberDefault: 0.9Range: 0 - 1
When decoding text, samples from the top p percentage of most likely tokens; lower to ignore less likely tokens
prompt (required) Type: string
Prompt to send to the model.
temperature Type: numberDefault: 0.75Range: 0.01 - 5
Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic, 0.75 is a good starting value.
max_new_tokens Type: integerDefault: 128Range: 1 - ∞
Maximum number of tokens to generate. A word is generally 2-3 tokens
min_new_tokens Type: integerDefault: -1Range: -1 - ∞
Minimum number of tokens to generate. To disable, set to -1. A word is generally 2-3 tokens.
stop_sequences Type: string
A comma-separated list of sequences to stop generation at. For example, '<end>,<stop>' will stop generation at the first instance of 'end' or '<stop>'.
replicate_weights Type: string
Path to fine-tuned weights produced by a Replicate fine-tune job.
Output Schema

Output

Type: arrayItems Type: string

Example Execution Logs
Your formatted prompt is:
[INST] <<SYS>>
Use the Input to provide a summary of a conversation.
<</SYS>>
Input:
Nate: Remember when Marc used to be so carefree and fun?
Jenna: Oh definitely, he was always the life of the party.
Nate: Lately, it feels like he's a different person.
Jenna: In what way?
Nate: He's more serious now, always working and never has time for us.
Nate: I tried inviting him to hang out several times, but he's always too busy.
Jenna: Maybe he's just going through a phase?
Nate: I don't know, it's been months.
Nate: It's like he's lost his spark or something.
Jenna: I noticed that too. Last time I saw him, he seemed distant.
Nate: I just hope he's okay.
Jenna: Maybe we should talk to him, see if something's bothering him?
Nate: Yeah, I think that's a good idea. I miss the old Marc.
Summary:
Version Details
Version ID
d7efe6128fb634f45488349595179a9a17cbfa60815466074d93b932c4837192
Version Created
September 1, 2023
Run on Replicate →