ChatML
PulseAugur coverage of ChatML — every cluster mentioning ChatML across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
-
LLM chat template errors cause local model behavior issues
Local LLM deployments can encounter issues like models generating beyond their answers, ignoring system prompts, or dropping instructions due to incorrect chat template implementations. These problems typically arise wh…
-
LLM fine-tuning made accessible with LoRA and Unsloth · 2 sources tracked
Two articles detail methods for fine-tuning large language models (LLMs) using parameter-efficient techniques. The first explains how to use LoRA (Low-Rank Adaptation) with Unsloth to fine-tune a 7B LLM, demonstrating a…
-
Coding LLM structured text claim debunked by grading script bug
A recent evaluation aimed to test the claim that coding-focused language models are superior to general-purpose models in handling structured text. The experiment used five distinct tasks, including JSON repair and YAML…
-
LLM Tuning: Chat Templates Matter More Than Quantization
A recent analysis of local Large Language Model (LLM) tuning revealed that chat template configuration has a significantly larger impact on model performance than quantization levels. While quantization (e.g., Q4 vs. Q8…
-
Ornith-1.0: Novel open coding model faces integration hurdles
Ornith-1.0 is a new open-weight coding model that distinguishes itself by learning to build its own problem-solving harness during training, rather than relying on a pre-existing one. Despite its 9B parameter size, it d…
-
Qwen models use ChatML format, with community refining templates
Qwen models, including the Qwen2.5 series, utilize a ChatML format for structuring conversational prompts, similar to OpenAI's early models. This format relies on specific tokens like <|im_start|> and <|im_end|> and req…
-
Handlebars LLM Prompt Vulnerability Exposes Role Injection Risks
A new research paper details a vulnerability in Handlebars templating, commonly used in LLM prompts, that can lead to structural role injection. The study found that Handlebars' default HTML escaping mechanism fails to …