tomasmcm/solar-10.7b-instruct-v1.0 📝🔢 → 📝

▶️ 4.1K runs 📅 Dec 2023 ⚙️ Cog 0.8.6 📄 Paper ⚖️ License
depth-up-scaling instruction-fine-tuning language-model single-turn-conversation text-generation

About

Source: upstage/SOLAR-10.7B-Instruct-v1.0 ✦ Quant: TheBloke/SOLAR-10.7B-Instruct-v1.0-AWQ ✦ Elevating Performance with Upstage Depth UP Scaling!

Example Output

Prompt:

"

### User:
Explain metamorphosis

Assistant:

"

Output

Metamorphosis refers to the process of dramatic physical transformation or change that certain organisms undergo during their life cycle, particularly in animals. This term is most commonly associated with insects and amphibians, although it can also apply to certain other groups.

In insects, metamorphosis can broadly be categorized into two types: complete metamorphosis and incomplete metamorphosis. In complete metamorphosis, which occurs in butterflies, beetles, and moths, the life cycle consists of four distinct stages: egg, larva, pup

Performance Metrics

3.48s Prediction Time
124.68s Total Time
All Input Parameters 
{
  "top_k": -1,
  "top_p": 0.95,
  "prompt": "<s> ### User:\nExplain metamorphosis\n\n### Assistant:",
  "max_tokens": 128,
  "temperature": 0.8,
  "presence_penalty": 0,
  "frequency_penalty": 0
}
Input Parameters
stop Type: string
List of strings that stop the generation when they are generated. The returned output will not contain the stop strings.
top_k Type: integerDefault: -1
Integer that controls the number of top tokens to consider. Set to -1 to consider all tokens.
top_p Type: numberDefault: 0.95Range: 0.01 - 1
Float that controls the cumulative probability of the top tokens to consider. Must be in (0, 1]. Set to 1 to consider all tokens.
prompt (required) Type: string
Text prompt to send to the model.
max_tokens Type: integerDefault: 128
Maximum number of tokens to generate per output sequence.
temperature Type: numberDefault: 0.8Range: 0.01 - 5
Float that controls the randomness of the sampling. Lower values make the model more deterministic, while higher values make the model more random. Zero means greedy sampling.
presence_penalty Type: numberDefault: 0Range: -5 - 5
Float that penalizes new tokens based on whether they appear in the generated text so far. Values > 0 encourage the model to use new tokens, while values < 0 encourage the model to repeat tokens.
frequency_penalty Type: numberDefault: 0Range: -5 - 5
Float that penalizes new tokens based on their frequency in the generated text so far. Values > 0 encourage the model to use new tokens, while values < 0 encourage the model to repeat tokens.
Output Schema

Output

Type: string

Example Execution Logs 
Processed prompts:   0%|          | 0/1 [00:00<?, ?it/s]
Processed prompts: 100%|██████████| 1/1 [00:03<00:00,  3.41s/it]
Processed prompts: 100%|██████████| 1/1 [00:03<00:00,  3.41s/it]
Generated 128 tokens in 3.415861129760742 seconds.
Version Details
Version ID
5f53237a53dab757767a5795f396cf0a638fdbe151faf064665d8f0fb346c0f9
Version Created
December 15, 2023
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