Chat (Fireworks AI - llama-v3-70b-instruct)

POST https://api.fireworks.ai/inference/v1/chat/completions

Request Body

{"messages"=>[{"role"=>"user", "content"=>"Explain the importance of low latency LLMs"}], "model"=>"accounts/fireworks/models/llama-v3-70b-instruct", "temperature"=>0.5, "max_tokens"=>1024, "top_p"=>1, "stream"=>true, "stop"=>nil}

RESPONSES

status: OK

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a competitive advantage\&quot;},\&quot;finish_reason\&quot;:null}],\&quot;usage\&quot;:null}\n\ndata: {\&quot;id\&quot;:\&quot;2c69ec39-e44f-43e6-9357-1dfe347446a7\&quot;,\&quot;object\&quot;:\&quot;chat.completion.chunk\&quot;,\&quot;created\&quot;:1713640899,\&quot;model\&quot;:\&quot;accounts/fireworks/models/llama-v3-70b-instruct\&quot;,\&quot;choices\&quot;:[{\&quot;index\&quot;:0,\&quot;delta\&quot;:{\&quot;content\&quot;:\&quot; by enabling\&quot;},\&quot;finish_reason\&quot;:null}],\&quot;usage\&quot;:null}\n\ndata: {\&quot;id\&quot;:\&quot;2c69ec39-e44f-43e6-9357-1dfe347446a7\&quot;,\&quot;object\&quot;:\&quot;chat.completion.chunk\&quot;,\&quot;created\&quot;:1713640899,\&quot;model\&quot;:\&quot;accounts/fireworks/models/llama-v3-70b-instruct\&quot;,\&quot;choices\&quot;:[{\&quot;index\&quot;:0,\&quot;delta\&quot;:{\&quot;content\&quot;:\&quot; faster and more accurate responses.\\n\\nTo achieve low latency, LLMs can be optimized using various techniques, such as:\\n\\n1. Model pruning and compression\\n2. Knowledge distillation\\n3. Quantization and binarization\\n4. Efficient inference algorithms\\n5. Distributed and parallel processing\\n6. Edge AI and IoT deployments\\n7. Optimized hardware and software configurations\\n\\nBy reducing latency, LLMs can unlock new\&quot;},\&quot;finish_reason\&quot;:null}],\&quot;usage\&quot;:null}\n\ndata: {\&quot;id\&quot;:\&quot;2c69ec39-e44f-43e6-9357-1dfe347446a7\&quot;,\&quot;object\&quot;:\&quot;chat.completion.chunk\&quot;,\&quot;created\&quot;:1713640899,\&quot;model\&quot;:\&quot;accounts/fireworks/models/llama-v3-70b-instruct\&quot;,\&quot;choices\&quot;:[{\&quot;index\&quot;:0,\&quot;delta\&quot;:{\&quot;content\&quot;:\&quot; applications, improve user experiences, and drive business value in various industries.\&quot;},\&quot;finish_reason\&quot;:null}],\&quot;usage\&quot;:null}\n\ndata: {\&quot;id\&quot;:\&quot;2c69ec39-e44f-43e6-9357-1dfe347446a7\&quot;,\&quot;object\&quot;:\&quot;chat.completion.chunk\&quot;,\&quot;created\&quot;:1713640899,\&quot;model\&quot;:\&quot;accounts/fireworks/models/llama-v3-70b-instruct\&quot;,\&quot;choices\&quot;:[{\&quot;index\&quot;:0,\&quot;delta\&quot;:{},\&quot;finish_reason\&quot;:\&quot;stop\&quot;}],\&quot;usage\&quot;:{\&quot;prompt_tokens\&quot;:20,\&quot;total_tokens\&quot;:646,\&quot;completion_tokens\&quot;:626}}\n\ndata: [DONE]\n\n&quot;